annotate w4mcorcov.xml @ 10:9a52306991b3 draft

planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 5aeb583ae4a55cc24289f9d95590e02553a89552
author eschen42
date Sat, 01 Sep 2018 11:33:03 -0400
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10
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1 <tool id="w4mcorcov" name="OPLS-DA_Contrasts" version="0.98.14">
8
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2 <description>OPLS-DA Contrasts of Univariate Results</description>
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3 <macros>
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4 <xml name="paramPairSigFeatOnly">
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5 <param name="pairSigFeatOnly" type="boolean" checked="true" truevalue="TRUE" falsevalue="FALSE"
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6 label="Retain only pairwise-significant features"
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7 help="When this option is set to 'Yes', analysis will be performed including only features that differ significantly for the pair of levels being contrasted; when set to 'No', any feature that varies significantly across all levels will be included (i.e., exclude any feature that is not significantly different across all levels). See examples below." />
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8 </xml>
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9 <xml name="cplots">
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10 <param name="cplot_y" label="C-plot Y-axis" type="select" help="Choose the Y-axis for C-plots.">
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11 <option value="correlation">Plot VIP versus correlation</option>
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12 <option value="covariance">Plot VIP versus covariance</option>
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13 </param>
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14 <param name="cplot_p" type="boolean" checked="true" truevalue="TRUE" falsevalue="FALSE"
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15 label="Produce predictor C-plot"
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16 help="When this option is set to 'Yes', correlation will be plotted against vip4 for predictor loadings." />
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17 <param name="cplot_o" type="boolean" checked="true" truevalue="TRUE" falsevalue="FALSE"
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18 label="Produce orthogonal C-plot"
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19 help="When this option is set to 'Yes', correlation will be plotted against vip4 for orthogonal loadings." />
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20 </xml>
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21 </macros>
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22 <requirements>
9
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23 <!--
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24 <requirement type="package" version="3.4.1">r-base</requirement>
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25 <requirement type="package" version="1.1_4">r-batch</requirement>
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26 <requirement type="package" version="1.2.14">bioconductor-ropls</requirement>
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27 -->
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28 <requirement type="package">r-base</requirement>
8
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29 <requirement type="package">r-batch</requirement>
9
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30 <requirement type="package" version="1.10.0">bioconductor-ropls</requirement>
8
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31 </requirements>
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32 <command detect_errors="aggressive"><![CDATA[
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33 Rscript '$__tool_directory__/w4mcorcov_wrapper.R'
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34 dataMatrix_in '$dataMatrix_in'
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35 sampleMetadata_in '$sampleMetadata_in'
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36 variableMetadata_in '$variableMetadata_in'
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37 facC '$facC'
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38 #if str( $signif_test.tesC ) == "none":
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39 tesC "none"
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40 pairSigFeatOnly "FALSE"
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41 #else:
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42 tesC '$signif_test.tesC'
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43 pairSigFeatOnly '$signif_test.pairSigFeatOnly'
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44 #end if
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45 levCSV '$levCSV'
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46 matchingC '$matchingC'
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47 labelFeatures '$labelFeatures'
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48 #if str( $xplots.expPlot ) == "none":
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49 cplot_p "FALSE"
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50 cplot_o "FALSE"
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51 cplot_y "correlation"
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52 #else if str( $xplots.expPlot ) == "cplot":
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53 cplot_p '$xplots.cplot_p'
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54 cplot_o '$xplots.cplot_o'
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55 cplot_y '$xplots.cplot_y'
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56 #end if
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57 contrast_detail '$contrast_detail'
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58 contrast_corcov '$contrast_corcov'
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59 contrast_salience '$contrast_salience'
0
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60 ]]></command>
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61
8
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62 <inputs>
9
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63 <param name="dataMatrix_in" format="tabular" label="Data matrix file" type="data"
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64 help="variables &#10006; samples" />
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65 <param name="sampleMetadata_in" format="tabular" label="Sample metadata file" type="data"
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66 help="sample metadata, one row per sample" />
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67 <param name="variableMetadata_in" format="tabular" label="Variable metadata file (ideally from Univariate)"
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68 type="data" help="variable metadata, one row per variable" />
8
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69 <param name="facC" type="text"
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70 label="Factor of interest"
10
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71 help="REQUIRED - The name of the column of sampleMetadata corresponding to the qualitative variable used to define the contrasts. Except when the 'Univariate Significance-test' is set to 'none', this also must be a portion of the column names in the variableMetadata file.">
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72 <sanitizer>
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73 <valid initial="string.letters">
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74 <add preset="string.digits"/>
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75 <add value="&#46;" /> <!-- dot, period -->
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76 <add value="&#95;" /> <!-- underscore -->
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77 <!-- R does not permit dashes in column names; neither does SQL -->
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78 </valid>
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79 </sanitizer>
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80 </param>
8
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81 <conditional name="signif_test">
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82 <param name="tesC" label="Univariate significance-test" type="select" help="Either 'none' or the name of the statistical test that was run by the 'Univariate' tool to produce the variableMetadata file; that name must also be a portion of the column names in that file.">
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83 <option value="none">none - Display all features from variableMetadata (rather than choosing a subset based on significance in univariate testing)</option>
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84 <option value="ttest">ttest - Student's t-test (parametric test, qualitative factor with exactly 2 levels)</option>
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85 <option value="anova">anova - Analysis of variance (parametric test, qualitative factor with more than 2 levels)</option>
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86 <option value="wilcoxon">wilcoxon - Wilcoxon rank test (nonparametric test, qualitative factor with exactly 2 levels)</option>
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87 <option value="kruskal">kruskal - Kruskal-Wallis rank test (nonparametric test, qualitative factor with more than 2 levels)</option>
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88 </param>
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89 <when value="none" />
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90 <when value="ttest">
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91 <expand macro="paramPairSigFeatOnly" />
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92 </when>
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93 <when value="anova">
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94 <expand macro="paramPairSigFeatOnly" />
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95 </when>
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96 <when value="wilcoxon">
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97 <expand macro="paramPairSigFeatOnly" />
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98 </when>
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99 <when value="kruskal">
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100 <expand macro="paramPairSigFeatOnly" />
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101 </when>
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102 </conditional>
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103 <param name="levCSV" type="text" value="*" label="Levels of interest"
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104 help="Comma-separated level-names (or comma-less regular expressions to match level-names) to consider in analysis; must match at least two levels; levels must be non-numeric; may include wild cards or regular expressions. Note that extra space characters will affect results - 'a,b' is correct, but 'a , b' is not and may fail or give different results.">
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105 <sanitizer>
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106 <valid initial="string.letters">
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107 <add preset="string.digits"/>
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108 <add value="&#36;" /> <!-- $ dollar, dollar-sign -->
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109 <add value="&#40;" /> <!-- ( left-paren -->
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110 <add value="&#41;" /> <!-- ) right-paren -->
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111 <add value="&#42;" /> <!-- * splat, asterisk -->
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112 <add value="&#43;" /> <!-- + plus -->
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113 <add value="&#44;" /> <!-- , comma -->
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114 <add value="&#45;" /> <!-- - dash, minus-sign -->
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115 <add value="&#46;" /> <!-- . dot, period -->
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116 <add value="&#58;" /> <!-- : colon -->
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117 <add value="&#59;" /> <!-- ; semi, semicolon -->
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118 <add value="&#63;" /> <!-- ? what, question mark -->
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119 <add value="&#91;" /> <!-- [ l-squib, left-squre-bracket -->
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120 <add value="&#92;" /> <!-- \ whack, backslash -->
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121 <add value="&#93;" /> <!-- ] r-squib, right-squre-bracket -->
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122 <add value="&#94;" /> <!-- ^ hat, caret -->
10
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123 <add value="&#95;" /> <!-- underscore -->
8
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124 <add value="&#123;" /> <!-- { l-cube, left-curly-bracket -->
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125 <add value="&#124;" /> <!-- | pipe -->
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126 <add value="&#125;" /> <!-- } r-cube, right-curly-bracket -->
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127 <!-- IMPORTANT - Note that single and double quotes are not part of this list; they have the potential to make the 'command' section insecure or broken. -->
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128 </valid>
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129 </sanitizer>
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130 </param>
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131 <param name="matchingC" label="Level-name matching" type="select" help="How to specify level-names generically. (See help below for details on using wild cards or regular expressions.)">
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132 <option value="none">do no generic matching</option>
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133 <option value="wildcard" selected="true">use wild-cards for matching level-names (default)</option>
8
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134 <option value="regex">use regular expressions for matching level-names</option>
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135 </param>
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136 <param name="labelFeatures" type="text" value="3"
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137 label="How many features having extreme loadings should be labelled on cov-vs.-cor plot"
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138 help="Specify the number of features at each of the loading-extremes that should be labelled (with the name of the feature) on the covariance-vs.-correlation plot; specify 'ALL' to label all features or '0' to label no features; this choice has no effect on the OPLS-DA loadings plot."/>
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139 <conditional name="xplots">
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140 <param name="expPlot" label="Extra plots to include" type="select" help="Choosing 'none' hides further choices.">
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141 <option value="none">Do not include additonal extra plots.</option>
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142 <option value="cplot">Include C-plots (predictor-loading vs. 'vip4p' and orthogonal-loading versus 'vip4o')</option>
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143 </param>
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144 <when value="none" />
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145 <when value="cplot">
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146 <expand macro="cplots" />
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147 </when>
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148 </conditional>
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149 </inputs>
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150 <outputs>
0
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151 <!--
2
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152 pdf1: summaries of each contrasts, clearly labelled by level=pair name
0
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153 * first PCA score-plot
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154 * then PLS score-plot
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155 * then PLS S-PLOT; color in red features with VIP > 1; color in grey any non-pairwise-significant features, if these are included
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156 -->
8
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157 <data name="contrast_detail" format="pdf" label="${tool.name}_${variableMetadata_in.name}_detail" />
0
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158 <!--
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159 tsv1: cor and cov table with columns:
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160 * feature-ID
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161 * factor-level 1
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162 * factor-level 2, lexically greater than level 1
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163 * Wiklund_2008 correlation
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164 * Wiklund_2008 covariance
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165 * Galindo_Prieto_2014 VIP for predictive components, VIP[4,p]
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166 * Galindo_Prieto_2014 VIP for orthogonal components, VIP[4,o]
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167 * When filtering on significance of univariate tests,significance of test of null hypothesis that there is no difference between the two classes, i.e, the pair-wise test.
0
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168 -->
8
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169 <data name="contrast_corcov" format="tabular" label="${tool.name}_${variableMetadata_in.name}_corcov" />
0
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170 <!--
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171 tsv2: salience table with columns (experimental feature):
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172 * feature-ID
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173 * Salient level, i.e., for the feature, the class-level having the greatest median intensity
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174 * Salient robust coefficient of variation, i.e., for the feature, the mean absolute deviation of the intensity for the salient level divided by the median intensity for the salient level
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175 * Salience, i.e., for the feature, the median of the class-level having the greatest intensity divided by the mean of the medians for all class-levels.
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176 -->
8
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177 <data name="contrast_salience" format="tabular" label="${tool.name}_${variableMetadata_in.name}_salience" />
0
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178 </outputs>
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179 <tests>
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180 <!-- test #1 -->
0
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181 <test>
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182 <param name="dataMatrix_in" value="input_dataMatrix.tsv"/>
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183 <param name="sampleMetadata_in" value="input_sampleMetadata.tsv"/>
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184 <param name="variableMetadata_in" value="input_variableMetadata.tsv"/>
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185 <param name="tesC" value="kruskal"/>
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186 <param name="facC" value="k10"/>
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187 <param name="pairSigFeatOnly" value="FALSE"/>
2
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188 <param name="labelFeatures" value="3"/>
0
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189 <param name="levCSV" value="k[12],k[3-4]"/>
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190 <param name="matchingC" value="regex"/>
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191 <output name="contrast_corcov">
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192 <assert_contents>
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193 <!-- column-labels line -->
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194 <has_text text="featureID" />
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195 <has_text text="factorLevel1" />
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196 <has_text text="factorLevel2" />
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197 <has_text text="correlation" />
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198 <has_text text="covariance" />
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199 <has_text text="vip4p" />
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200 <has_text text="vip4o" />
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201 <has_text text="level1Level2Sig" />
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202 <!-- first matched line -->
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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203 <has_text text="M349.2383T700" />
7
066b1f409e9f planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit e73fabe1b3c871abbcb2e89914c181149c8e2066
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204 <has_text text="-0.3704185" />
066b1f409e9f planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit e73fabe1b3c871abbcb2e89914c181149c8e2066
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205 <has_text text="-36.6668927" />
066b1f409e9f planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit e73fabe1b3c871abbcb2e89914c181149c8e2066
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diff changeset
206 <has_text text="0.4914638" />
066b1f409e9f planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit e73fabe1b3c871abbcb2e89914c181149c8e2066
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diff changeset
207 <has_text text="0.01302117" />
0
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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208 <!-- second matched line -->
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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209 <has_text text="M207.9308T206" />
7
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diff changeset
210 <has_text text="0.3235022" />
066b1f409e9f planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit e73fabe1b3c871abbcb2e89914c181149c8e2066
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diff changeset
211 <has_text text="5.97529097" />
6
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212 <has_text text="0.207196379" />
7bd523ca1f9a planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit cafda5095a79ce2376325b57337302f95137195d
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213 <has_text text="0.04438632" />
0
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214 </assert_contents>
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215 </output>
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216 <output name="contrast_salience">
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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217 <assert_contents>
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218 <!-- column-labels line -->
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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219 <has_text text="featureID" />
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220 <has_text text="salientLevel" />
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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221 <has_text text="salientRCV" />
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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222 <has_text text="salience" />
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223 <!-- first matched line -->
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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224 <has_text text="M349.2383T700" />
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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225 <has_text text="0.659554" />
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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226 <has_text text="8.81866595" />
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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227 <!-- second matched line -->
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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228 <has_text text="M207.9308T206" />
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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229 <has_text text="0.0578578" />
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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230 <has_text text="2.27527985" />
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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231 <!-- third matched line -->
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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232 <has_text text="M211.0607T263" />
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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233 <has_text text="9999" />
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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234 <has_text text="12.87766096" />
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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235 </assert_contents>
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236 </output>
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237 </test>
6
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238 <!-- test #2 -->
0
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239 <test>
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240 <param name="dataMatrix_in" value="input_dataMatrix.tsv"/>
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241 <param name="sampleMetadata_in" value="input_sampleMetadata.tsv"/>
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242 <param name="variableMetadata_in" value="input_variableMetadata.tsv"/>
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243 <param name="tesC" value="kruskal"/>
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244 <param name="facC" value="k10"/>
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245 <param name="pairSigFeatOnly" value="TRUE"/>
2
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246 <param name="labelFeatures" value="3"/>
0
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247 <param name="levCSV" value="k[12],k[3-4]"/>
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248 <param name="matchingC" value="regex"/>
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249 <output name="contrast_corcov">
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250 <assert_contents>
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251 <!-- column-labels line -->
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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252 <has_text text="featureID" />
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
253 <has_text text="factorLevel1" />
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
254 <has_text text="factorLevel2" />
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents:
diff changeset
255 <has_text text="correlation" />
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents:
diff changeset
256 <has_text text="covariance" />
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents:
diff changeset
257 <has_text text="vip4p" />
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents:
diff changeset
258 <has_text text="vip4o" />
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents:
diff changeset
259 <has_text text="level1Level2Sig" />
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents:
diff changeset
260 <!-- first matched line -->
6
7bd523ca1f9a planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit cafda5095a79ce2376325b57337302f95137195d
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parents: 5
diff changeset
261 <has_text text="M200.005T296" />
7
066b1f409e9f planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit e73fabe1b3c871abbcb2e89914c181149c8e2066
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parents: 6
diff changeset
262 <has_text text="-0.24533821" />
066b1f409e9f planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit e73fabe1b3c871abbcb2e89914c181149c8e2066
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parents: 6
diff changeset
263 <has_text text="-3.3573953" />
6
7bd523ca1f9a planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit cafda5095a79ce2376325b57337302f95137195d
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parents: 5
diff changeset
264 <has_text text="0.1157346" />
7bd523ca1f9a planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit cafda5095a79ce2376325b57337302f95137195d
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parents: 5
diff changeset
265 <has_text text="0.0647860" />
0
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
266 </assert_contents>
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
267 </output>
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
268 <output name="contrast_salience">
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents:
diff changeset
269 <assert_contents>
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents:
diff changeset
270 <!-- column-labels line -->
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents:
diff changeset
271 <has_text text="featureID" />
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents:
diff changeset
272 <has_text text="salientLevel" />
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents:
diff changeset
273 <has_text text="salientRCV" />
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents:
diff changeset
274 <has_text text="salience" />
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents:
diff changeset
275 <!-- first matched line -->
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents:
diff changeset
276 <has_text text="M349.2383T700" />
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
eschen42
parents:
diff changeset
277 <has_text text="0.659554" />
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents:
diff changeset
278 <has_text text="8.81866595" />
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents:
diff changeset
279 <!-- second matched line -->
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
eschen42
parents:
diff changeset
280 <has_text text="M207.9308T206" />
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
eschen42
parents:
diff changeset
281 <has_text text="0.0578578" />
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
eschen42
parents:
diff changeset
282 <has_text text="2.27527985" />
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents:
diff changeset
283 <!-- third matched line -->
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents:
diff changeset
284 <has_text text="M211.0607T263" />
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents:
diff changeset
285 <has_text text="9999" />
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents:
diff changeset
286 <has_text text="12.87766096" />
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents:
diff changeset
287 </assert_contents>
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
288 </output>
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents:
diff changeset
289 </test>
6
7bd523ca1f9a planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit cafda5095a79ce2376325b57337302f95137195d
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parents: 5
diff changeset
290 <!-- test #3 -->
0
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents:
diff changeset
291 <test>
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
292 <param name="dataMatrix_in" value="input_dataMatrix.tsv"/>
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents:
diff changeset
293 <param name="sampleMetadata_in" value="input_sampleMetadata.tsv"/>
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents:
diff changeset
294 <param name="variableMetadata_in" value="input_variableMetadata.tsv"/>
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents:
diff changeset
295 <param name="tesC" value="none"/>
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents:
diff changeset
296 <param name="facC" value="k10"/>
2
e03582f26617 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 7682e8e7ae2bfb926d94b414b9a1649389f33582
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parents: 1
diff changeset
297 <param name="labelFeatures" value="3"/>
0
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
298 <param name="levCSV" value="k[12],k[3-4]"/>
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents:
diff changeset
299 <param name="matchingC" value="regex"/>
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents:
diff changeset
300 <output name="contrast_corcov">
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents:
diff changeset
301 <assert_contents>
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents:
diff changeset
302 <!-- column-labels line -->
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents:
diff changeset
303 <has_text text="featureID" />
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents:
diff changeset
304 <has_text text="factorLevel1" />
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents:
diff changeset
305 <has_text text="factorLevel2" />
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents:
diff changeset
306 <has_text text="correlation" />
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents:
diff changeset
307 <has_text text="covariance" />
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents:
diff changeset
308 <has_text text="vip4p" />
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents:
diff changeset
309 <has_text text="vip4o" />
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents:
diff changeset
310 <!-- first matched line -->
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents:
diff changeset
311 <has_text text="M349.2383T700" />
7
066b1f409e9f planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit e73fabe1b3c871abbcb2e89914c181149c8e2066
eschen42
parents: 6
diff changeset
312 <has_text text="-0.37867079" />
066b1f409e9f planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit e73fabe1b3c871abbcb2e89914c181149c8e2066
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parents: 6
diff changeset
313 <has_text text="-37.71066" />
6
7bd523ca1f9a planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit cafda5095a79ce2376325b57337302f95137195d
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parents: 5
diff changeset
314 <has_text text="0.5246766" />
7bd523ca1f9a planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit cafda5095a79ce2376325b57337302f95137195d
eschen42
parents: 5
diff changeset
315 <has_text text="0.0103341" />
0
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents:
diff changeset
316 <!-- second matched line -->
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
eschen42
parents:
diff changeset
317 <has_text text="M207.9308T206" />
7
066b1f409e9f planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit e73fabe1b3c871abbcb2e89914c181149c8e2066
eschen42
parents: 6
diff changeset
318 <has_text text="0.31570433" />
066b1f409e9f planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit e73fabe1b3c871abbcb2e89914c181149c8e2066
eschen42
parents: 6
diff changeset
319 <has_text text="5.86655640" />
6
7bd523ca1f9a planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit cafda5095a79ce2376325b57337302f95137195d
eschen42
parents: 5
diff changeset
320 <has_text text="0.2111623" />
7bd523ca1f9a planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit cafda5095a79ce2376325b57337302f95137195d
eschen42
parents: 5
diff changeset
321 <has_text text="0.0488654" />
0
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents:
diff changeset
322 </assert_contents>
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
323 </output>
10
9a52306991b3 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 5aeb583ae4a55cc24289f9d95590e02553a89552
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parents: 9
diff changeset
324 <!-- test #4 -->
0
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents:
diff changeset
325 <output name="contrast_salience">
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents:
diff changeset
326 <assert_contents>
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents:
diff changeset
327 <!-- column-labels line -->
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents:
diff changeset
328 <has_text text="featureID" />
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents:
diff changeset
329 <has_text text="salientLevel" />
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents:
diff changeset
330 <has_text text="salientRCV" />
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents:
diff changeset
331 <has_text text="salience" />
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents:
diff changeset
332 <!-- first matched line -->
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents:
diff changeset
333 <has_text text="M349.2383T700" />
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
eschen42
parents:
diff changeset
334 <has_text text="0.659554" />
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
eschen42
parents:
diff changeset
335 <has_text text="8.81866595" />
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents:
diff changeset
336 <!-- second matched line -->
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents:
diff changeset
337 <has_text text="M207.9308T206" />
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
eschen42
parents:
diff changeset
338 <has_text text="0.0578578" />
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents:
diff changeset
339 <has_text text="2.27527985" />
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340 <!-- third matched line -->
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341 <has_text text="M211.0607T263" />
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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342 <has_text text="9999" />
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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343 <has_text text="12.87766096" />
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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344 </assert_contents>
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345 </output>
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346 </test>
6
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347 <!-- test #4 -->
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348 <test>
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349 <param name="dataMatrix_in" value="issue1_input_dataMatrix.tsv"/>
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350 <param name="sampleMetadata_in" value="issue1_input_sampleMetadata.tsv"/>
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351 <param name="variableMetadata_in" value="issue1_input_variableMetadata.tsv"/>
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352 <param name="tesC" value="none"/>
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353 <param name="facC" value="tissue_flowering"/>
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354 <param name="labelFeatures" value="3"/>
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355 <param name="levCSV" value="*"/>
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356 <param name="matchingC" value="wildcard"/>
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357 <output name="contrast_corcov">
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358 <assert_contents>
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359 <!-- column-labels line -->
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360 <has_text text="featureID" />
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361 <has_text text="factorLevel1" />
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362 <has_text text="factorLevel2" />
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363 <has_text text="correlation" />
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364 <has_text text="covariance" />
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365 <has_text text="vip4p" />
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366 <has_text text="vip4o" />
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367 <!-- first matched line -->
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368 <has_text text="NM516T251" />
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369 <has_text text="flower_yes" />
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370 <has_text text="other" />
7
066b1f409e9f planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit e73fabe1b3c871abbcb2e89914c181149c8e2066
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371 <has_text text="0.03402807" />
066b1f409e9f planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit e73fabe1b3c871abbcb2e89914c181149c8e2066
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372 <has_text text="0.03526926" />
066b1f409e9f planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit e73fabe1b3c871abbcb2e89914c181149c8e2066
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diff changeset
373 <has_text text="0.43664386" />
066b1f409e9f planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit e73fabe1b3c871abbcb2e89914c181149c8e2066
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diff changeset
374 <has_text text="0.587701897" />
066b1f409e9f planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit e73fabe1b3c871abbcb2e89914c181149c8e2066
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diff changeset
375 <has_text text="0.026082688" />
066b1f409e9f planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit e73fabe1b3c871abbcb2e89914c181149c8e2066
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diff changeset
376 <has_text text="0.0437742145" />
6
7bd523ca1f9a planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit cafda5095a79ce2376325b57337302f95137195d
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377 <has_text text="516.0845" />
7bd523ca1f9a planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit cafda5095a79ce2376325b57337302f95137195d
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378 <has_text text="250.8762" />
7bd523ca1f9a planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit cafda5095a79ce2376325b57337302f95137195d
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379 </assert_contents>
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380 </output>
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381 <output name="contrast_salience">
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382 <assert_contents>
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383 <!-- column-labels line -->
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384 <has_text text="featureID" />
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385 <has_text text="salientLevel" />
7bd523ca1f9a planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit cafda5095a79ce2376325b57337302f95137195d
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386 <has_text text="salientRCV" />
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387 <has_text text="salience" />
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388 <has_text text="mz" />
7bd523ca1f9a planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit cafda5095a79ce2376325b57337302f95137195d
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389 <has_text text="rt" />
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390 <!-- first matched line -->
7bd523ca1f9a planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit cafda5095a79ce2376325b57337302f95137195d
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diff changeset
391 <has_text text="PM518T369" />
7bd523ca1f9a planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit cafda5095a79ce2376325b57337302f95137195d
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diff changeset
392 <has_text text="flower_yes" />
7bd523ca1f9a planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit cafda5095a79ce2376325b57337302f95137195d
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diff changeset
393 <has_text text="0.58655260" />
7bd523ca1f9a planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit cafda5095a79ce2376325b57337302f95137195d
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diff changeset
394 <has_text text="4.414469" />
7bd523ca1f9a planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit cafda5095a79ce2376325b57337302f95137195d
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diff changeset
395 <has_text text="518.1656" />
7bd523ca1f9a planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit cafda5095a79ce2376325b57337302f95137195d
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396 <has_text text="368.59817" />
7bd523ca1f9a planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit cafda5095a79ce2376325b57337302f95137195d
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397 </assert_contents>
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398 </output>
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399 </test>
10
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400 <!-- test #5 -->
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diff changeset
401 <test>
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402 <param name="dataMatrix_in" value="input_dataMatrix.tsv"/>
9a52306991b3 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 5aeb583ae4a55cc24289f9d95590e02553a89552
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403 <param name="sampleMetadata_in" value="issue6_input_sampleMetadata.tsv"/>
9a52306991b3 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 5aeb583ae4a55cc24289f9d95590e02553a89552
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404 <param name="variableMetadata_in" value="input_variableMetadata.tsv"/>
9a52306991b3 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 5aeb583ae4a55cc24289f9d95590e02553a89552
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405 <param name="tesC" value="none"/>
9a52306991b3 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 5aeb583ae4a55cc24289f9d95590e02553a89552
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diff changeset
406 <param name="facC" value="k._10"/>
9a52306991b3 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 5aeb583ae4a55cc24289f9d95590e02553a89552
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diff changeset
407 <param name="labelFeatures" value="3"/>
9a52306991b3 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 5aeb583ae4a55cc24289f9d95590e02553a89552
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408 <param name="levCSV" value="k1,k.2"/>
9a52306991b3 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 5aeb583ae4a55cc24289f9d95590e02553a89552
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409 <param name="matchingC" value="none"/>
9a52306991b3 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 5aeb583ae4a55cc24289f9d95590e02553a89552
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410 <output name="contrast_corcov">
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diff changeset
411 <assert_contents>
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diff changeset
412 <!-- column-labels line -->
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diff changeset
413 <has_text text="featureID" />
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414 <has_text text="factorLevel1" />
9a52306991b3 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 5aeb583ae4a55cc24289f9d95590e02553a89552
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415 <has_text text="factorLevel2" />
9a52306991b3 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 5aeb583ae4a55cc24289f9d95590e02553a89552
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416 <has_text text="correlation" />
9a52306991b3 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 5aeb583ae4a55cc24289f9d95590e02553a89552
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417 <has_text text="covariance" />
9a52306991b3 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 5aeb583ae4a55cc24289f9d95590e02553a89552
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diff changeset
418 <has_text text="vip4p" />
9a52306991b3 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 5aeb583ae4a55cc24289f9d95590e02553a89552
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419 <has_text text="vip4o" />
9a52306991b3 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 5aeb583ae4a55cc24289f9d95590e02553a89552
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diff changeset
420 <!-- first matched line -->
9a52306991b3 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 5aeb583ae4a55cc24289f9d95590e02553a89552
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diff changeset
421 <has_text text="M349.2383T700" />
9a52306991b3 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 5aeb583ae4a55cc24289f9d95590e02553a89552
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diff changeset
422 <has_text text="-0.37867079" />
9a52306991b3 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 5aeb583ae4a55cc24289f9d95590e02553a89552
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diff changeset
423 <has_text text="-37.71066" />
9a52306991b3 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 5aeb583ae4a55cc24289f9d95590e02553a89552
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diff changeset
424 <has_text text="0.5246766" />
9a52306991b3 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 5aeb583ae4a55cc24289f9d95590e02553a89552
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diff changeset
425 <has_text text="0.0103341" />
9a52306991b3 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 5aeb583ae4a55cc24289f9d95590e02553a89552
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diff changeset
426 <!-- second matched line -->
9a52306991b3 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 5aeb583ae4a55cc24289f9d95590e02553a89552
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diff changeset
427 <has_text text="M207.9308T206" />
9a52306991b3 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 5aeb583ae4a55cc24289f9d95590e02553a89552
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diff changeset
428 <has_text text="0.31570433" />
9a52306991b3 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 5aeb583ae4a55cc24289f9d95590e02553a89552
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429 <has_text text="5.86655640" />
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430 <has_text text="0.2111623" />
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431 <has_text text="0.0488654" />
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432 </assert_contents>
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433 </output>
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434 </test>
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435 <!-- test #6 -->
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436 <test>
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437 <param name="dataMatrix_in" value="input_dataMatrix.tsv"/>
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438 <param name="sampleMetadata_in" value="issue6_input_sampleMetadata.tsv"/>
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439 <param name="variableMetadata_in" value="input_variableMetadata.tsv"/>
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440 <param name="tesC" value="none"/>
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441 <param name="facC" value="k._10"/>
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442 <param name="labelFeatures" value="3"/>
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443 <param name="levCSV" value="k_3,k-4"/>
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444 <param name="matchingC" value="none"/>
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445 <output name="contrast_corcov">
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446 <assert_contents>
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447 <!-- column-labels line -->
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448 <has_text text="featureID" />
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449 <has_text text="factorLevel1" />
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450 <has_text text="factorLevel2" />
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451 <has_text text="correlation" />
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452 <has_text text="covariance" />
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453 <has_text text="vip4p" />
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454 <has_text text="vip4o" />
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455 <!-- first matched line -->
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456 <has_text text="M349.2383T700" />
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457 <has_text text="-0.0435663" />
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458 <has_text text="-1.9068114" />
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459 <has_text text="0.0304592" />
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460 <has_text text="0.104748883" />
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461 </assert_contents>
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462 </output>
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463 </test>
0
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464 </tests>
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465 <help><![CDATA[
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466
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467 **Run PLS-DA Contrasts of Univariate Results**
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468 ----------------------------------------------
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469
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470 **Author** - Arthur Eschenlauer (University of Minnesota, esch0041@umn.edu)
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471
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472
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473 Motivation
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474 ----------
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475
4
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476 OPLS-DA and the SIMCA S-PLOT (Wiklund *et al.*, 2008) may be employed to draw attention to metabolomic features that are potential biomarkers, i.e. features that are potentially useful to discriminate to which class a sample should be assigned (e.g. Sun *et al.*, 2016). Workflow4Metabolomics (W4M, Giacomoni *et al.*, 2014, Guitton *et al.*, 2017) provides a suite of tools for preprocessing and statistical analysis of LC-MS, GC-MS, and NMR metabolomics data; however, it does not (as of release 3.0) include a tool for making the equivalent of an S-PLOT.
0
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477
1
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478 The S-PLOT is computed from mean-centered, pareto-scaled data. This plot presents the correlation of the first score vector from an OPLS-DA model with the sample-variables used to produce that model versus the covariance of the scores with the sample-variables. For OPLS-DA, the first score vector represents the variation among the sample-variables that is related to the predictor (i.e., the contrasting factor).
0
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479
1
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480 The primary aims of this tool are:
0
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481
1
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482 - To compute and visualize multiple contrasts with OPLS-DA and the covariance vs. correlation plot.
0
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483 - To write the results to data files for use in further multivariate analysis or visualization.
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484
1
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485 Note: This tool only supports categorical factors with non-numeric level-names.
0
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486
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487 Description
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488 -----------
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489
1
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490 The purpose of the 'PLS-DA Contrasts' tool is to visualize GC-MS or LC-MS features that are possible biomarkers.
0
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491
4
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492 The W4M 'Univariate' tool (Th]]>&#233;<![CDATA[venot *et al.*, 2015) adds the results of family-wise corrected pairwise significance-tests as columns of the **variableMetadata** dataset.
0
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493 For instance, suppose that you ran Kruskal-Wallis testing for a column named 'cluster' in sampleMetadata that has values 'k1' and 'k2' and at least one other value.
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494
2
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495 - A column of variableMetadata would be labelled 'cluster_kruskal_sig' and would have values '1' and '0'; when the samples are grouped by 'cluster', '1' means that there is strong evidence against the hypothesis that there is no difference among the intensities for the feature across all sample-groups.
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496 - A column of variableMetadata would be labelled 'cluster_kruskal_k1.k2_sig' and would have values '1' and '0', where '1' means that there is significant evidence against the hypothesis that samples from sampleMetadata whose 'cluster' column contains 'k1' or 'k2' have the same intensity for that feature.
0
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497
6
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498 The 'PLS-DA Contrasts' tool produces graphics and data for OPLS-DA contrasts of feature-intensities between significantly different pairs of factor-levels. For each factor-level, the tool performs a contrast with all other factor-levels combined and then separately with each other factor-level.
1
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499
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500 **Along the left-to-right axis, the plots show the supervised projection of the variation explained by the predictor** (i.e., the factor specified when invoking the tool); **the top-to-bottom axis displays the variation that is orthogonal to the predictor level** (i.e., independent of it).
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501
6
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502 Although this tool can be used in a purely exploratory manner by supplying the variableMetadata file without the columns added by the W4M 'Univariate' tool, **the preferred workflow may be to use univariate testing to exclude features that are not significantly different and then to use OPLS-DA to visualize the differences identified in univariate testing** (Th]]>&#233;<![CDATA[venot *et al.*, 2015); an appropriate exception would be to visualize contrasts of a specific list of metabolites.
0
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503
2
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504 It must be stressed that there may be no *single* definitive computational approach to select features that are reliable biomarkers, especially from a small number of samples or experiments. A few possible choices are:
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505
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506 - picking features with maximum loadings along the projection parallel to the predictor (loadp),
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507 - examining extreme values on S-PLOTs
2
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508 - examining "variable importance in projection VIP for OPLS-DA" (Galindo-Prieto *et al.* 2014), and
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509 - examining a feature's "selectivity ratio" (Rajalahti *et al.*, 2009).
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510
6
7bd523ca1f9a planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit cafda5095a79ce2376325b57337302f95137195d
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diff changeset
511 In this spirit, this tool reports the S-PLOT covariance and correlation (Wiklund *op. cit.*) and VIP metrics, and it introduces an informal "salience" metric to flag features that may merit attention without dimensional reduction; future versions may add selectivity ratio.
0
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
512
1
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
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diff changeset
513 For a more systematic approach to biomarker identification, please consider the W4M 'biosigner' tool (Rinuardo *et al.* 2016), which applies three different identification metrics to the selection process.
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
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diff changeset
514
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
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diff changeset
515 Regardless of how any potential biomarker is identified, further validation analysis (e.g., independent confirmatory experiments) is needed before it is recommended for general application.
0
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
516
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
517
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
518 W4M Workflow Position
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
519 ---------------------
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
520
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
521 - Upstream tool: **Univariate** (category: Statistical Analysis) or (not generally recommended) any **Preprocessing** tool that produces or updates a 'variableMetadata' file.
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
522 - Downstream tool categories: **Statistical Analysis**
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
523
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
524 Input files
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
525 -----------
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
526
1
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
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parents: 0
diff changeset
527 +----------------------+-----------+
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
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parents: 0
diff changeset
528 | File | Format |
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
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parents: 0
diff changeset
529 +======================+===========+
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
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parents: 0
diff changeset
530 | Data matrix | tabular |
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
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parents: 0
diff changeset
531 +----------------------+-----------+
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
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parents: 0
diff changeset
532 | Sample metadata | tabular |
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
eschen42
parents: 0
diff changeset
533 +----------------------+-----------+
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
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parents: 0
diff changeset
534 | Variable metadata | tabular |
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
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diff changeset
535 +----------------------+-----------+
0
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
536
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
537 Output files
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
538 ------------
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
539
1
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
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parents: 0
diff changeset
540 +-------------------------------------------+-----------+
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
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parents: 0
diff changeset
541 | File | Format |
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
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diff changeset
542 +===========================================+===========+
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
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parents: 0
diff changeset
543 | Contrast detail | pdf |
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
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parents: 0
diff changeset
544 +-------------------------------------------+-----------+
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
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diff changeset
545 | Contrast "corrlation and covariance" data | tabular |
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
eschen42
parents: 0
diff changeset
546 +-------------------------------------------+-----------+
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
eschen42
parents: 0
diff changeset
547 | Feature "salience" data | tabular |
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
eschen42
parents: 0
diff changeset
548 +-------------------------------------------+-----------+
0
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
549
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
550 Parameters
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
551 ----------
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
552
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
553 [IN] Data matrix file
1
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
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diff changeset
554 | variable x sample **dataMatrix** (tabular separated values) file of the numeric data matrix, with '.' as decimal, and 'NA' for missing values; the table must not contain metadata apart from row and column names; the row and column names must be identical to the rownames of the sample and variable metadata, respectively (see below)
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
eschen42
parents: 0
diff changeset
555 |
0
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
556
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents:
diff changeset
557 [IN] Sample metadata file
1
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
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parents: 0
diff changeset
558 | sample x metadata **sampleMetadata** (tabular separated values) file of the numeric and/or character sample metadata, with '.' as decimal and 'NA' for missing values
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
eschen42
parents: 0
diff changeset
559 |
0
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
560
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
eschen42
parents:
diff changeset
561 [IN] Variable metadata file
1
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
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parents: 0
diff changeset
562 | variable x metadata **variableMetadata** (tabular separated values) file of the numeric and/or character variable metadata, with '.' as decimal and 'NA' for missing values
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
eschen42
parents: 0
diff changeset
563 |
0
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
564
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents:
diff changeset
565 [IN] Test
1
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
eschen42
parents: 0
diff changeset
566 | Name of the **statistical test** - a component of column names in variable metadata table
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
eschen42
parents: 0
diff changeset
567 | May be one of 'none', 'ttest', 'gwilcoxon', 'anova', 'kruskal', 'pearson', 'spearman'
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
eschen42
parents: 0
diff changeset
568 |
0
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
eschen42
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diff changeset
569
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
570 [IN] Factor of interest
1
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
eschen42
parents: 0
diff changeset
571 | Name of the **column of sampleMetadata** corresponding to the qualitative or quantitative variable
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
eschen42
parents: 0
diff changeset
572 |
0
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
eschen42
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diff changeset
573
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
574 [IN] Retain only pairwise-significant features
5
50f60f94c034 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit aff1790e25523d038a1e9528de748191c096132f
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parents: 4
diff changeset
575 | *Note that when 'Test' is 'none', all features are included in the analysis and this parameter is not settable.*
1
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
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parents: 0
diff changeset
576 | When **true**, for each contrast of two levels, include only those features which pass the significance threshold for that contrast. Choosing true results in an OPLS-DA model that better reflects and visualizes the difference detected by univariate analysis, with somewhat increased reliability of prediction (as assessed by cross-validation).
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
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parents: 0
diff changeset
577 | When **false**, include all features that pass the significance threshold when testing for difference across all factor-levels. This choice produces a plot that displays more features but is not necessarily more informative.
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
eschen42
parents: 0
diff changeset
578 |
0
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
579
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
580 [IN] Levels of interest
1
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
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parents: 0
diff changeset
581 | Comma-separated **level-names** (or comma-less regular expressions to match level-names) to consider in analysis; must match at least two levels; may include wild cards or regular expressions.
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
eschen42
parents: 0
diff changeset
582 |
0
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
583
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
eschen42
parents:
diff changeset
584 [IN] Level-name matching
1
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
eschen42
parents: 0
diff changeset
585 | Indicator of **how levels are to be specified generically** (if at all) - wild cards, regular expressions, or none (no generic matching).
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
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parents: 0
diff changeset
586 |
0
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
587
2
e03582f26617 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 7682e8e7ae2bfb926d94b414b9a1649389f33582
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parents: 1
diff changeset
588 [IN] Label how many extreme features
e03582f26617 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 7682e8e7ae2bfb926d94b414b9a1649389f33582
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parents: 1
diff changeset
589 | Specify the number of features at each of the loading-extremes that should be labelled (with the name of the feature) on the covariance-vs.-correlation plot; specify 'ALL' to label all features; this choice has no effect on the OPLS-DA loadings plot.
e03582f26617 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 7682e8e7ae2bfb926d94b414b9a1649389f33582
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parents: 1
diff changeset
590 |
e03582f26617 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 7682e8e7ae2bfb926d94b414b9a1649389f33582
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parents: 1
diff changeset
591
0
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
592 [OUT] Contrast-detail output PDF
1
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
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parents: 0
diff changeset
593 | Several plots for each two-projection OPLS-DA analysis:
0
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
594
6
7bd523ca1f9a planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit cafda5095a79ce2376325b57337302f95137195d
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diff changeset
595 - (first row, left) **correlation-versus-covariance plot** of OPLS-DA results (a work-alike for the S-PLOT, computed using formula in Supplement to Wiklund, *op. cit.*); point-color becomes saturated as the "variable importance in projection to the predictive components" (VIP\ :subscript:`4,p` from Galindo-Prieto *et al.* 2014) ranges from 0.83 and 1.21 (Mehmood *et al.* 2012), for use to identify features for consideration as biomarkers.
7bd523ca1f9a planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit cafda5095a79ce2376325b57337302f95137195d
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596 - (second row, left) **model-overview plot** for the two projections; grey bars are the correlation coefficient for the fitted data; black bars indicate performance in cross-validation tests (Th]]>&#233;<![CDATA[venot, 2017)
7bd523ca1f9a planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit cafda5095a79ce2376325b57337302f95137195d
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597 - (first row, right) OPLS-DA **scores-plot** for the two projections (Th]]>&#233;<![CDATA[venot *et al.*, 2015)
7bd523ca1f9a planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit cafda5095a79ce2376325b57337302f95137195d
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598 - (second row, right) **correlation-versus-covariance plot** of OPLS-DA results **orthogonal to the predictor** (see section "S-Plot of Orthogonal Component" in Wiklund, *op. cit.*, pp. 120-121; this characterizes features with the greatest variation independent of the predictor).
7bd523ca1f9a planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit cafda5095a79ce2376325b57337302f95137195d
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599 - (third row, left, when "**predictor C-plot**" is chosen under "Extra plots to include") plot of the covariance or correlation vs. the VIP for the projection *parallel to the predictor*, for use to identify features for consideration as biomarkers.
7bd523ca1f9a planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit cafda5095a79ce2376325b57337302f95137195d
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600 - (third row, right, when "**orthogonal C-plot**" is chosen under "Extra plots to include") plotof the covariance or correlation vs. the VIP for the projection *orthogonal to the predictor*, for use to identify features varying considerably without regard to the predictor.
0
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601
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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602 [OUT] Contrast Correlation-Covarinace data TABULAR
1
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603 | A tab-separated values file of metadata for each feature for each contrast in which it was included.
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
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604 | Thus, a given feature may appear many times, but *the combination of featureID, factorLevel1, and factorLevel2 will be unique.*
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
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605 | This file has the following columns:
0
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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606
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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607 - **featureID** - feature-identifier
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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608 - **factorLevel1** - factor-level 1
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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609 - **factorLevel2** - factor-level 2 (or "other" when contrasting factor-level 1 with all other levels)
2
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610 - **correlation** - correlation of the features projection explaining the difference between the features, < 0 when intensity for level 1 is greater (from formula in Supplement to Wiklund, *op. cit.*). Note that, for a given contrast, there is a linear relationship between 'loadp' and 'correlation'.
0
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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611 - **covariance** - covariance of the features projection explaining the difference between the features, < 0 when intensity for level 1 is greater (from formula in *ibid.*)
1
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
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612 - **vip4p** - "variable importance in projection" to the predictive projection, VIP\ :subscript:`4,p` (Galindo-Prieto *op. cit.*)
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
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613 - **vip4o** - "variable importance in projection" to the orthogonal projection, VIP\ :subscript:`4,o` (*ibid.*)
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
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614 - **loadp** - variable loading for the predictive projection (Wiklund *op. cit.*)
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
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615 - **loado** - variable loading for the orthogonal projection (*ibid.*)
0
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616 - **level1Level2Sig** - (Only present when a test other than "none" is chosen) '1' when feature varies significantly across all classes (i.e., not pair-wise); '0' otherwise
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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617
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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618 [OUT] Feature "Salience" data TABULAR
6
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619 | Metrics for the "salient level" for each feature, i.e., the level at which the feature is more prominent than any other level. This is *not* at all related to the SIMCA OPLS-DA S-PLOT; rather, it is intended as a potential way to discover features for consideration as potential biomarkers without dimensionally reducting the data. This is a tab-separated values file having the following columns:
0
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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620
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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621 - **featureID** - feature identifier
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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622 - **salientLevel** - salient level, i.e., for the feature, the class-level having the greatest median intensity
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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623 - **salientRCV** - salient robust coefficient of variation, i.e., for the feature, the mean absolute deviation of the intensity for the salient level divided by the median intensity for the salient level
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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624 - **salience** - salience, i.e., for the feature, the median of the class-level having the greatest intensity divided by the mean of the medians for all class-levels
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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625
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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626 Wild card patterns to match level-names
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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627 ---------------------------------------
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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628
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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629 "wild card" patterns may be used to select level-names.
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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630
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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631 - use '``?``' to match a single character
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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632 - use '``*``' to match zero or more characters
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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633 - the entire pattern must match the level name
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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634
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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635 For example
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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636
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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637 - '``??.le*``' matches '``my.level``' but not '``my.own.level``'
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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638 - '``*.level``' matches '``my.level``' and '``my.own.level``'
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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639 - '``*.level``' matches neither '``my.level``' nor '``my.own.level``'
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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640
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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641 Regular expression patterns to match level-names
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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642 ------------------------------------------------
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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643
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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644 "regular expression" patterns may be used to select level-names.
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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645
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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646 POSIX 1003.2 standard regular expressions allow precise pattern-matching and are exhaustively defined at:
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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647 http://pubs.opengroup.org/onlinepubs/9699919799/basedefs/V1_chap09.html
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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648
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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649 However, only a few basic building blocks of regular expressions need to be mastered for most cases:
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650
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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651 - '``^``' matches the beginning of a level-name
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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652 - '``$``' matches the end of a level-name
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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653 - '``.``' outside of square brackets matches a single character
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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654 - '``*``' matches character specified immediately before zero or more times
1
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655 - Square brackets specify a set of characters to be matched. Within square brackets:
0
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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656
1
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657 - '``^``' as the first character specifies that the list of characters are those that should **not** be matched.
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
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658 - '``-``' is used to specify ranges of characters
0
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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659
1
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
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660 Caveat: The tool wrapper uses the comma ('``,``') to split a list of sample-level names, so **commas may not be used within regular expressions for this tool.**
0
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661
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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662 First Example: Consider a field of level-names consisting of '``marq3,marq6,marq9,marq12,front3,front6,front9,front12``'
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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663
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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664 - The regular expression '``^front[0-9][0-9]*$``' will match the same sample-levels as '``front3,front6,front9,front12``'
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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665 - The regular expression '``^[a-z][a-z]3$``' will match the same sample-levels as '``front3,marq3``'
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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666 - The regular expression '``^[a-z][a-z]12$``' will match the same sample-levels as '``front12,marq12``'
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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667 - The regular expression '``^[a-z][a-z][0-9]$``' will match the same sample-levels as '``front3,front6,front9,marq3,marq6,marq9``'
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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668
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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669 Second Example: Consider these regular expression patterns as possible matches to a sample-level name '``AB0123``':
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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670
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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671 - '``^[A-Z][A-Z][0-9][0-9]*$``' - MATCHES '``**^AB0123$**``'
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
672 - '``^[A-Z][A-Z]*[0-9][0-9]*$``' - MATCHES '``**^AB0123$**``'
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
eschen42
parents:
diff changeset
673 - '``^[A-Z][0-9]*``' - MATCHES '``**^A** B0123$``' - first character is a letter, '``*``' can specify zero characters, and end of line did not need to be matched.
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
eschen42
parents:
diff changeset
674 - '``^[A-Z][A-Z][0-9]``' - MATCHES '``**^AB0** 123$``' - first two characters are letters aind the third is a digit.
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
eschen42
parents:
diff changeset
675 - '``^[A-Z][A-Z]*[0-9][0-9]$``' - NO MATCH - the name does not end with the pattern '``[A-Z][0-9][0-9]$``', i.e., it ends with four digits, not two.
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
eschen42
parents:
diff changeset
676 - '``^[A-Z][0-9]*$``' - NO MATCH - the pattern specifies that second character and all those that follow, if present, must be digits.
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
eschen42
parents:
diff changeset
677
1
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
eschen42
parents: 0
diff changeset
678 Working examples
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
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parents: 0
diff changeset
679 ----------------
0
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
eschen42
parents:
diff changeset
680
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents:
diff changeset
681 **Input files**
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
eschen42
parents:
diff changeset
682
9
06c51af11531 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit fda7ea61f0a082fd0c28730e471e66c92aaa04d0
eschen42
parents: 8
diff changeset
683 +-----------------------------------------------------------------------------------------------------------------------------------------------+
06c51af11531 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit fda7ea61f0a082fd0c28730e471e66c92aaa04d0
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parents: 8
diff changeset
684 | Download from URL |
06c51af11531 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit fda7ea61f0a082fd0c28730e471e66c92aaa04d0
eschen42
parents: 8
diff changeset
685 +===============================================================================================================================================+
06c51af11531 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit fda7ea61f0a082fd0c28730e471e66c92aaa04d0
eschen42
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diff changeset
686 | https://raw.githubusercontent.com/HegemanLab/w4mcorcov_galaxy_wrapper/master/tools/w4mcorcov/test-data/input_dataMatrix.tsv |
06c51af11531 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit fda7ea61f0a082fd0c28730e471e66c92aaa04d0
eschen42
parents: 8
diff changeset
687 +-----------------------------------------------------------------------------------------------------------------------------------------------+
06c51af11531 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit fda7ea61f0a082fd0c28730e471e66c92aaa04d0
eschen42
parents: 8
diff changeset
688 | https://raw.githubusercontent.com/HegemanLab/w4mcorcov_galaxy_wrapper/master/tools/w4mcorcov/test-data/input_sampleMetadata.tsv |
06c51af11531 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit fda7ea61f0a082fd0c28730e471e66c92aaa04d0
eschen42
parents: 8
diff changeset
689 +-----------------------------------------------------------------------------------------------------------------------------------------------+
06c51af11531 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit fda7ea61f0a082fd0c28730e471e66c92aaa04d0
eschen42
parents: 8
diff changeset
690 | https://raw.githubusercontent.com/HegemanLab/w4mcorcov_galaxy_wrapper/master/tools/w4mcorcov/test-data/input_variableMetadata.tsv |
06c51af11531 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit fda7ea61f0a082fd0c28730e471e66c92aaa04d0
eschen42
parents: 8
diff changeset
691 +-----------------------------------------------------------------------------------------------------------------------------------------------+
1
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
eschen42
parents: 0
diff changeset
692
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
eschen42
parents: 0
diff changeset
693 **Example 1:** Include in the analysis only features identified as pair-wise significant in the Univariate test.
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
eschen42
parents: 0
diff changeset
694
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
eschen42
parents: 0
diff changeset
695 +--------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
eschen42
parents: 0
diff changeset
696 | Input Parameter or Result | Value |
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
eschen42
parents: 0
diff changeset
697 +============================================+========================================================================================================================================+
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
eschen42
parents: 0
diff changeset
698 | Factor of interest | k10 |
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
eschen42
parents: 0
diff changeset
699 +--------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
eschen42
parents: 0
diff changeset
700 | Univariate Significance-Test | kruskal |
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
eschen42
parents: 0
diff changeset
701 +--------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
eschen42
parents: 0
diff changeset
702 | Retain only pairwise-significant features | Yes |
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
eschen42
parents: 0
diff changeset
703 +--------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
eschen42
parents: 0
diff changeset
704 | Levels of interest | k[12],k[3-4] |
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
eschen42
parents: 0
diff changeset
705 +--------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
eschen42
parents: 0
diff changeset
706 | Level-name matching | use regular expressions for matching level-names |
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
eschen42
parents: 0
diff changeset
707 +--------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
eschen42
parents: 0
diff changeset
708 | Number of features having extreme loadings | ALL |
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
eschen42
parents: 0
diff changeset
709 +--------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
9
06c51af11531 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit fda7ea61f0a082fd0c28730e471e66c92aaa04d0
eschen42
parents: 8
diff changeset
710 | Output primary table | https://raw.githubusercontent.com/HegemanLab/w4mcorcov_galaxy_wrapper/master/tools/w4mcorcov/test-data/expected_contrast_corcov.tsv |
1
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
eschen42
parents: 0
diff changeset
711 +--------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
9
06c51af11531 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit fda7ea61f0a082fd0c28730e471e66c92aaa04d0
eschen42
parents: 8
diff changeset
712 | Output salience table | https://raw.githubusercontent.com/HegemanLab/w4mcorcov_galaxy_wrapper/master/tools/w4mcorcov/test-data/expected_contrast_salience.tsv |
1
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
eschen42
parents: 0
diff changeset
713 +--------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
9
06c51af11531 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit fda7ea61f0a082fd0c28730e471e66c92aaa04d0
eschen42
parents: 8
diff changeset
714 | Output figures PDF | https://raw.githubusercontent.com/HegemanLab/w4mcorcov_galaxy_wrapper/master/tools/w4mcorcov/test-data/expected_contrast_detail.pdf |
1
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
eschen42
parents: 0
diff changeset
715 +--------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
eschen42
parents: 0
diff changeset
716
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
eschen42
parents: 0
diff changeset
717 **Example 2:** Include in the analysis only features identified as overall-significant in the Univariate test. Note that this even includes these features in contrasts where they were not determined to be pair-wise significant in the Univariate test. Thus, more features are included than in Example 1.
0
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
eschen42
parents:
diff changeset
718
9
06c51af11531 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit fda7ea61f0a082fd0c28730e471e66c92aaa04d0
eschen42
parents: 8
diff changeset
719 +--------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+
06c51af11531 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit fda7ea61f0a082fd0c28730e471e66c92aaa04d0
eschen42
parents: 8
diff changeset
720 | Input Parameter or Result | Value |
06c51af11531 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit fda7ea61f0a082fd0c28730e471e66c92aaa04d0
eschen42
parents: 8
diff changeset
721 +============================================+============================================================================================================================================+
06c51af11531 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit fda7ea61f0a082fd0c28730e471e66c92aaa04d0
eschen42
parents: 8
diff changeset
722 | Factor of interest | k10 |
06c51af11531 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit fda7ea61f0a082fd0c28730e471e66c92aaa04d0
eschen42
parents: 8
diff changeset
723 +--------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+
06c51af11531 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit fda7ea61f0a082fd0c28730e471e66c92aaa04d0
eschen42
parents: 8
diff changeset
724 | Univariate Significance-Test | kruskal |
06c51af11531 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit fda7ea61f0a082fd0c28730e471e66c92aaa04d0
eschen42
parents: 8
diff changeset
725 +--------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+
06c51af11531 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit fda7ea61f0a082fd0c28730e471e66c92aaa04d0
eschen42
parents: 8
diff changeset
726 | Retain only pairwise-significant features | No |
06c51af11531 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit fda7ea61f0a082fd0c28730e471e66c92aaa04d0
eschen42
parents: 8
diff changeset
727 +--------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+
06c51af11531 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit fda7ea61f0a082fd0c28730e471e66c92aaa04d0
eschen42
parents: 8
diff changeset
728 | Levels of interest | ``*`` |
06c51af11531 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit fda7ea61f0a082fd0c28730e471e66c92aaa04d0
eschen42
parents: 8
diff changeset
729 +--------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+
06c51af11531 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit fda7ea61f0a082fd0c28730e471e66c92aaa04d0
eschen42
parents: 8
diff changeset
730 | Level-name matching | use wild cards for matching level-names |
06c51af11531 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit fda7ea61f0a082fd0c28730e471e66c92aaa04d0
eschen42
parents: 8
diff changeset
731 +--------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+
06c51af11531 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit fda7ea61f0a082fd0c28730e471e66c92aaa04d0
eschen42
parents: 8
diff changeset
732 | Number of features having extreme loadings | 5 |
06c51af11531 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit fda7ea61f0a082fd0c28730e471e66c92aaa04d0
eschen42
parents: 8
diff changeset
733 +--------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+
06c51af11531 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit fda7ea61f0a082fd0c28730e471e66c92aaa04d0
eschen42
parents: 8
diff changeset
734 | Output primary table | https://raw.githubusercontent.com/HegemanLab/w4mcorcov_galaxy_wrapper/master/tools/w4mcorcov/test-data/expected_contrast_corcov_all.tsv |
06c51af11531 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit fda7ea61f0a082fd0c28730e471e66c92aaa04d0
eschen42
parents: 8
diff changeset
735 +--------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+
06c51af11531 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit fda7ea61f0a082fd0c28730e471e66c92aaa04d0
eschen42
parents: 8
diff changeset
736 | Output salience table | https://raw.githubusercontent.com/HegemanLab/w4mcorcov_galaxy_wrapper/master/tools/w4mcorcov/test-data/expected_contrast_salience_all.tsv |
06c51af11531 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit fda7ea61f0a082fd0c28730e471e66c92aaa04d0
eschen42
parents: 8
diff changeset
737 +--------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+
06c51af11531 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit fda7ea61f0a082fd0c28730e471e66c92aaa04d0
eschen42
parents: 8
diff changeset
738 | Output figures PDF | https://raw.githubusercontent.com/HegemanLab/w4mcorcov_galaxy_wrapper/master/tools/w4mcorcov/test-data/expected_contrast_detail_all.pdf |
06c51af11531 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit fda7ea61f0a082fd0c28730e471e66c92aaa04d0
eschen42
parents: 8
diff changeset
739 +--------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+
1
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
eschen42
parents: 0
diff changeset
740
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
eschen42
parents: 0
diff changeset
741 **Example 3:** Include all features in the analysis without regard to Univariate testing. Univariate testing is not even a pre-requisite to using the tool when 'none' is selected for the test. Thus, more features are included than in Example 2.
0
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
eschen42
parents:
diff changeset
742
9
06c51af11531 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit fda7ea61f0a082fd0c28730e471e66c92aaa04d0
eschen42
parents: 8
diff changeset
743 +--------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------+
06c51af11531 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit fda7ea61f0a082fd0c28730e471e66c92aaa04d0
eschen42
parents: 8
diff changeset
744 | Input Parameter or Result | Value |
06c51af11531 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit fda7ea61f0a082fd0c28730e471e66c92aaa04d0
eschen42
parents: 8
diff changeset
745 +============================================+==============================================================================================================================================+
06c51af11531 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit fda7ea61f0a082fd0c28730e471e66c92aaa04d0
eschen42
parents: 8
diff changeset
746 | Factor of interest | k10 |
06c51af11531 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit fda7ea61f0a082fd0c28730e471e66c92aaa04d0
eschen42
parents: 8
diff changeset
747 +--------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------+
06c51af11531 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit fda7ea61f0a082fd0c28730e471e66c92aaa04d0
eschen42
parents: 8
diff changeset
748 | Univariate Significance-Test | none |
06c51af11531 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit fda7ea61f0a082fd0c28730e471e66c92aaa04d0
eschen42
parents: 8
diff changeset
749 +--------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------+
06c51af11531 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit fda7ea61f0a082fd0c28730e471e66c92aaa04d0
eschen42
parents: 8
diff changeset
750 | Levels of interest | k[12],k[3-4] |
06c51af11531 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit fda7ea61f0a082fd0c28730e471e66c92aaa04d0
eschen42
parents: 8
diff changeset
751 +--------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------+
06c51af11531 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit fda7ea61f0a082fd0c28730e471e66c92aaa04d0
eschen42
parents: 8
diff changeset
752 | Level-name matching | use regular expressions for matching level-names |
06c51af11531 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit fda7ea61f0a082fd0c28730e471e66c92aaa04d0
eschen42
parents: 8
diff changeset
753 +--------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------+
06c51af11531 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit fda7ea61f0a082fd0c28730e471e66c92aaa04d0
eschen42
parents: 8
diff changeset
754 | Number of features having extreme loadings | 0 |
06c51af11531 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit fda7ea61f0a082fd0c28730e471e66c92aaa04d0
eschen42
parents: 8
diff changeset
755 +--------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------+
06c51af11531 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit fda7ea61f0a082fd0c28730e471e66c92aaa04d0
eschen42
parents: 8
diff changeset
756 | Output primary table | https://raw.githubusercontent.com/HegemanLab/w4mcorcov_galaxy_wrapper/master/tools/w4mcorcov/test-data/expected_contrast_corcov_global.tsv |
06c51af11531 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit fda7ea61f0a082fd0c28730e471e66c92aaa04d0
eschen42
parents: 8
diff changeset
757 +--------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------+
06c51af11531 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit fda7ea61f0a082fd0c28730e471e66c92aaa04d0
eschen42
parents: 8
diff changeset
758 | Output salience table | https://raw.githubusercontent.com/HegemanLab/w4mcorcov_galaxy_wrapper/master/tools/w4mcorcov/test-data/expected_contrast_salience_global.tsv |
06c51af11531 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit fda7ea61f0a082fd0c28730e471e66c92aaa04d0
eschen42
parents: 8
diff changeset
759 +--------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------+
06c51af11531 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit fda7ea61f0a082fd0c28730e471e66c92aaa04d0
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parents: 8
diff changeset
760 | Output figures PDF | https://raw.githubusercontent.com/HegemanLab/w4mcorcov_galaxy_wrapper/master/tools/w4mcorcov/test-data/expected_contrast_detail_global.pdf |
06c51af11531 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit fda7ea61f0a082fd0c28730e471e66c92aaa04d0
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parents: 8
diff changeset
761 +--------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------+
1
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
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parents: 0
diff changeset
762
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
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diff changeset
763 **Example 4:** Analysis of a two-level factor (including all features). This suppresses the contrasts of "each factor vs. the aggregate of all the others".
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
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parents: 0
diff changeset
764
9
06c51af11531 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit fda7ea61f0a082fd0c28730e471e66c92aaa04d0
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parents: 8
diff changeset
765 +--------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------+
06c51af11531 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit fda7ea61f0a082fd0c28730e471e66c92aaa04d0
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diff changeset
766 | Input Parameter or Result | Value |
06c51af11531 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit fda7ea61f0a082fd0c28730e471e66c92aaa04d0
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parents: 8
diff changeset
767 +============================================+==============================================================================================================================================+
06c51af11531 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit fda7ea61f0a082fd0c28730e471e66c92aaa04d0
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parents: 8
diff changeset
768 | Factor of interest | lohi |
06c51af11531 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit fda7ea61f0a082fd0c28730e471e66c92aaa04d0
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parents: 8
diff changeset
769 +--------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------+
06c51af11531 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit fda7ea61f0a082fd0c28730e471e66c92aaa04d0
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parents: 8
diff changeset
770 | Univariate Significance-Test | none |
06c51af11531 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit fda7ea61f0a082fd0c28730e471e66c92aaa04d0
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parents: 8
diff changeset
771 +--------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------+
06c51af11531 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit fda7ea61f0a082fd0c28730e471e66c92aaa04d0
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parents: 8
diff changeset
772 | Levels of interest | low,high |
06c51af11531 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit fda7ea61f0a082fd0c28730e471e66c92aaa04d0
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parents: 8
diff changeset
773 +--------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------+
06c51af11531 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit fda7ea61f0a082fd0c28730e471e66c92aaa04d0
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parents: 8
diff changeset
774 | Level-name matching | use regular expressions for matching level-names |
06c51af11531 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit fda7ea61f0a082fd0c28730e471e66c92aaa04d0
eschen42
parents: 8
diff changeset
775 +--------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------+
06c51af11531 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit fda7ea61f0a082fd0c28730e471e66c92aaa04d0
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parents: 8
diff changeset
776 | Number of features having extreme loadings | 3 |
06c51af11531 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit fda7ea61f0a082fd0c28730e471e66c92aaa04d0
eschen42
parents: 8
diff changeset
777 +--------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------+
06c51af11531 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit fda7ea61f0a082fd0c28730e471e66c92aaa04d0
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parents: 8
diff changeset
778 | Output primary table | https://raw.githubusercontent.com/HegemanLab/w4mcorcov_galaxy_wrapper/master/tools/w4mcorcov/test-data/expected_contrast_corcov_lohi.tsv |
06c51af11531 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit fda7ea61f0a082fd0c28730e471e66c92aaa04d0
eschen42
parents: 8
diff changeset
779 +--------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------+
06c51af11531 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit fda7ea61f0a082fd0c28730e471e66c92aaa04d0
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parents: 8
diff changeset
780 | Output salience table | https://raw.githubusercontent.com/HegemanLab/w4mcorcov_galaxy_wrapper/master/tools/w4mcorcov/test-data/expected_contrast_salience_lohi.tsv |
06c51af11531 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit fda7ea61f0a082fd0c28730e471e66c92aaa04d0
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parents: 8
diff changeset
781 +--------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------+
06c51af11531 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit fda7ea61f0a082fd0c28730e471e66c92aaa04d0
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diff changeset
782 | Output figures PDF | https://raw.githubusercontent.com/HegemanLab/w4mcorcov_galaxy_wrapper/master/tools/w4mcorcov/test-data/expected_contrast_detail_lohi.pdf |
06c51af11531 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit fda7ea61f0a082fd0c28730e471e66c92aaa04d0
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parents: 8
diff changeset
783 +--------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------+
0
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
784
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
785
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
786 Trademarks
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
787 ----------
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
788
4
8bba31f628da planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 8f2dc8b66666340275cd8967e09c504720528462
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diff changeset
789 OPLS-DA, SIMCA, and S-PLOT are registered trademarks of the Umetrics company. http://umetrics.com/about-us/trademarks
0
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
790
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
791
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
792 ]]></help>
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
793 <citations>
5
50f60f94c034 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit aff1790e25523d038a1e9528de748191c096132f
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parents: 4
diff changeset
794 <!-- this tool -->
2
e03582f26617 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 7682e8e7ae2bfb926d94b414b9a1649389f33582
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parents: 1
diff changeset
795 <citation type="doi">10.5281/zenodo.1034784</citation>
0
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
796 <!-- Galindo_Prieto_2014 Variable influence on projection (VIP) for OPLS -->
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
797 <citation type="doi">10.1002/cem.2627</citation>
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
798 <!-- Giacomoni_2014 W4M 2.5 -->
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents:
diff changeset
799 <citation type="doi">10.1093/bioinformatics/btu813</citation>
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
800 <!-- Guitton_2017 W4M 3.0 -->
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
801 <citation type="doi">10.1016/j.biocel.2017.07.002</citation>
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents:
diff changeset
802 <!-- Mehmood_2012 PLS-based variable-selection -->
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents:
diff changeset
803 <citation type="doi">10.1186/1748-7188-6-27</citation>
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
804 <!-- Rajalahti_2009 Biomarker discovery using selectivity ratio -->
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
805 <citation type="doi">10.1016/j.chemolab.2008.08.004</citation>
1
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
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parents: 0
diff changeset
806 <!-- Rinuardo 2016 -->
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
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parents: 0
diff changeset
807 <citation type="doi">10.3389/fmolb.2016.00026</citation>
0
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents:
diff changeset
808 <!-- Sun_2016 Urinary Biomarkers for adolescent idiopathic scoliosis -->
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
809 <citation type="doi">10.1038/srep22274</citation>
4
8bba31f628da planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 8f2dc8b66666340275cd8967e09c504720528462
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parents: 3
diff changeset
810 <!-- Thevenot_2015 Urinary metabolome statistics -->
0
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents:
diff changeset
811 <citation type="doi">10.1021/acs.jproteome.5b00354</citation>
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents:
diff changeset
812 <!-- ropls package -->
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents:
diff changeset
813 <citation type="bibtex"><![CDATA[
1
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
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parents: 0
diff changeset
814 @incollection{Thevenot_ropls_2017,
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
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diff changeset
815 author = {Th{\'{e}}venot, Etienne A.},
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
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parents: 0
diff changeset
816 title = {ropls: PCA, PLS(-DA) and OPLS(-DA) for multivariate analysis and feature selection of omics data},
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
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parents: 0
diff changeset
817 publisher = {bioconductor.org},
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
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parents: 0
diff changeset
818 year = {2017},
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
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parents: 0
diff changeset
819 doi = {10.18129/B9.bioc.ropls},
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
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parents: 0
diff changeset
820 booktitle = {Bioconductor: Open source software for bioinformatics},
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
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parents: 0
diff changeset
821 address = {Roswell Park Cancer Institute},
0c2ad44b6c9c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 01d4a951cf09e7b88fcec96b8043bc7568cc5c92
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diff changeset
822 }
0
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
823 ]]></citation>
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
824 <!-- Wiklund_2008 OPLS PLS-DA and S-PLOT -->
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
825 <citation type="doi">10.1021/ac0713510</citation>
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
826 </citations>
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
827 <!--
10
9a52306991b3 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 5aeb583ae4a55cc24289f9d95590e02553a89552
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diff changeset
828 vim:et:sw=4:ts=4
0
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
829 -->
23f9fad4edfc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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830 </tool>