annotate raceid_clustering.xml @ 10:49776718ae90 draft default tip

planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit 0ffa71ef9f8d020fe7ba94502db8cec26fd8741f
author iuc
date Tue, 05 Nov 2024 16:33:40 +0000
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1 <tool id="raceid_clustering" name="Clustering using RaceID" version="@TOOL_VERSION@+galaxy@VERSION_SUFFIX@" profile="@PROFILE@" >
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2 <description>performs clustering, outlier detection, dimensional reduction</description>
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3 <macros>
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4 <import>macros.xml</import>
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5 <import>macros_cheetah.xml</import>
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6 </macros>
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7 <expand macro="bio_tools"/>
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8 <expand macro="requirements" />
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9 <expand macro="version_command_config" prog="cluster.R" cheetah="CLUSTER_CHEETAH" out="&#38;&#62; '$outlog'" />
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11 <inputs>
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12 <param name="inputrds" type="data" format="rds" label="Input RaceID RDS" help="Requires the RDS output from the normalisation stage" />
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13 <section name="clust" title="Clustering" expanded="true" >
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14 <!-- CompDist -->
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15 <param name="metric" type="select" label="Distance Metric" >
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16 <option value="pearson" selected="true" >Pearson</option>
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17 <option value="spearman">Spearman</option>
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18 <option value="logpearson">Log Pearson</option>
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19 <option value="euclidean">Euclidean</option>
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20 </param>
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21 <!-- ClustExp -->
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22 <param name="funcluster" type="select" label="Clustering method" >
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23 <option value="kmedoids" selected="true" >K-medoids</option>
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24 <option value="kmeans">K-means</option>
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25 <option value="hclust">H-Clust</option>
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26 </param>
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27 <expand macro="use_defaults_no" >
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28 <!-- CompDist -->
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29 <param name="fselect" type="boolean" value="true" label="Perform feature selection" />
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30 <param name="knn" type="integer" min="0" optional="true" label="KNN" help="Number of nearest neighbours for imputing gene expression" /><!-- 0: NULL -->
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31 <!-- ClustExp -->
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32 <param name="sat" type="boolean" checked="true" label="Saturation-based clustering?" help="Determine number of clusters on saturation point of the mean within-cluster dispersion as a function of the cluster number." />
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33 <param name="clustnr" type="integer" min="0" value="30" label="Max number of clusters using Saturation-by-mean" help="Max number of clusters for the derivation of the cluster number by the saturation of mean within-cluster-dispersion." />
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34 <param name="samp" type="integer" min="0" optional="true" label="Sample random number of cells" help="Number of random sample of cells used for the inference of cluster number and Jaccard similarity" /><!-- 0:NULL -->
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35 <param name="cln" type="integer" min="0" optional="true" label="Number of clusters" /><!-- 0:Null -->
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36 <param name="bootnr" type="integer" min="0" value="50" label="Number of booststrapping runs" />
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37 </expand>
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38 </section>
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39 <section name="outlier" title="Outliers" expanded="true" >
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40 <!-- Find Outliers -->
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41 <param name="outminc" type="integer" min="0" value="5" label="Minimum Transcripts" help="minimal transcript count of a gene in a clusters to be tested for being an outlier gene" />
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42 <param name="outlg" type="integer" min="1" value="2" label="Minimum Genes" help="Minimum number of outlier genes required for being an outlier cell" />
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43 <!-- RFCorrect -->
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44 <param name="final" type="boolean" value="true" label="Plot Final Clusters?" help="Reclassification of cell types using out-of-bag analysis is performed based on the final clusters after outlier identification. If 'FALSE', then the cluster partition prior to outlier identification is used for reclassification." />
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45 <expand macro="use_defaults_no" >
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46 <!-- Find Outliers -->
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47 <param name="probthr" type="float" min="0" value="0.001" label="Outlier Probability Threshold" help="Probability threshold for the above specified minimum number of genes to be an outlier cell. This probability is computed from a negative binomial background model of expression in a cluster" />
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48 <param name="outdistquant" type="float" min="0" max="1" value="0.95" label="Outlier Distance Quantile" help="Outlier cells are merged to outlier clusters if their distance smaller than the outdistquant-quantile of the distance distribution of pairs of cells in the orginal clusters after outlier removal" />
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49 <!-- RFCorrect -->
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50 <param name="nbtree" type="integer" optional="true" label="Number of trees to be built" /><!-- 0:Null -->
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51 <param name="nbfactor" type="integer" min="0" value="5" label="Tree Factor" help="Number of trees based on the number of cells multiplied by this factor. Effective only if the number of trees parameter is set to 0" />
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52 <!-- <param name="rfseed" type="integer" value="12345" label="Random Seed" /> -->
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53 </expand>
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54 </section>
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55 <section name="tsne" title="tSNE, FR and UMAP" expanded="true" >
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56 <!-- CompTSNE -->
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57 <param name="perplexity" type="integer" min="0" value="30" label="Perplexity" help="Perplexity of the t-SNE map" />
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58 <!-- CompFR -->
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59 <param name="knn" type="integer" min="1" value="10" label="KNN" help="Number of nearest neighbours used for the inference of the Fruchterman-Rheingold layout" />
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60 <!-- CompUMAP -->
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61 <param name="umap_nn" type="integer" min="1" value="15" label="N Neighbours" help="Number of nearest neighbours used for the UMAP connectivity" />
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62 <expand macro="use_defaults_no" >
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63 <!-- CompTSNE -->
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64 <param name="initial_cmd" type="boolean" checked="true" label="tSNE map initialised by classical multidimensional scaling" />
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65 <param name="rseed_tsne" type="integer" value="15555" label="Random Seed (tSNE)" />
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66 <!-- CompFR -->
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67 <param name="rseed_fr" type="integer" min="0" value="15555" label="Random Seed (FR)" />
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68 <!-- CompUMAP -->
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69 <param name="umap_epochs" type="integer" min="1" value="200" label="Number Epochs (UMAP)" />
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70 <param name="umap_min_dist" type="float" min="0" value="0.1" label="Min Dist (UMAP)" />
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71 </expand>
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72 </section>
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73 <section name="extra" title="Extra Parameters" expanded="false" >
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74 <param name="tablelim" type="integer" min="1" value="25" label="Table Limit" help="Top N genes to print per cluster" />
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75 <param name="plotlim" type="integer" min="1" value="10" label="Plot Limit" help="Top N genes to plot. Must be less than or equal to the Table Limit" />
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76 <param name="foldchange" type="float" min="0" value="1" label="Fold change" />
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77 <param name="pvalue" type="float" min="0" max="1" value="0.01" label="P-value Cutoff" help="P-value cutoff for the inference of differential gene expression" />
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78 </section>
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79 </inputs>
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80 <outputs>
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81 <data name="outpdf" format="pdf" label="${tool.name} on ${on_string}: PDF Report" />
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82 <data name="outrdat" format="rds" label="${tool.name} on ${on_string}: RDS" />
4
ee0bbc160cb1 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit 5d7c4cd914295a81d42bf8baaad4981c23a83059"
iuc
parents: 0
diff changeset
83 <data name="outassignments" format="tabular" label="${tool.name} on ${on_string}: Cell-to-Cluster assignments" />
0
4ea021bd7513 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit f880060c478d42202df5b78a81329f8af56b1138
iuc
parents:
diff changeset
84 <data name="outgenelist" format="tabular" label="${tool.name} on ${on_string}: Cluster - Genes per Cluster" />
4ea021bd7513 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit f880060c478d42202df5b78a81329f8af56b1138
iuc
parents:
diff changeset
85 <data name="outlog" format="txt" label="${tool.name} on ${on_string}: Log" >
4ea021bd7513 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit f880060c478d42202df5b78a81329f8af56b1138
iuc
parents:
diff changeset
86 <filter>use_log</filter>
4ea021bd7513 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit f880060c478d42202df5b78a81329f8af56b1138
iuc
parents:
diff changeset
87 </data>
4ea021bd7513 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit f880060c478d42202df5b78a81329f8af56b1138
iuc
parents:
diff changeset
88 </outputs>
4ea021bd7513 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit f880060c478d42202df5b78a81329f8af56b1138
iuc
parents:
diff changeset
89 <tests>
4ea021bd7513 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit f880060c478d42202df5b78a81329f8af56b1138
iuc
parents:
diff changeset
90 <test>
4ea021bd7513 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit f880060c478d42202df5b78a81329f8af56b1138
iuc
parents:
diff changeset
91 <param name="inputrds" value="matrix.filter.rdat" />
6
a4b734cd253b "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit 53916f6803b93234f992f5fd4fad61d7013d82af"
iuc
parents: 5
diff changeset
92 <output name="outgenelist" >
a4b734cd253b "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit 53916f6803b93234f992f5fd4fad61d7013d82af"
iuc
parents: 5
diff changeset
93 <assert_contents>
a4b734cd253b "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit 53916f6803b93234f992f5fd4fad61d7013d82af"
iuc
parents: 5
diff changeset
94 <has_line_matching expression=".*ENSDARG00000108379\s+1.*" />
a4b734cd253b "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit 53916f6803b93234f992f5fd4fad61d7013d82af"
iuc
parents: 5
diff changeset
95 <has_line_matching expression=".*ENSDARG00000027310\s+8.*" />
a4b734cd253b "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit 53916f6803b93234f992f5fd4fad61d7013d82af"
iuc
parents: 5
diff changeset
96 </assert_contents>
a4b734cd253b "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit 53916f6803b93234f992f5fd4fad61d7013d82af"
iuc
parents: 5
diff changeset
97 </output>
8
f911a64454fb "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit 455bad7eca54164f95755174904842907846bb42"
iuc
parents: 7
diff changeset
98 <output name="outrdat" value="matrix2.rdat" compare="sim_size" delta="40000" />
6
a4b734cd253b "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit 53916f6803b93234f992f5fd4fad61d7013d82af"
iuc
parents: 5
diff changeset
99 <output name="outpdf" value="matrix2.pdf" compare="sim_size" delta="100" />
4
ee0bbc160cb1 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit 5d7c4cd914295a81d42bf8baaad4981c23a83059"
iuc
parents: 0
diff changeset
100 <output name="outassignments" >
ee0bbc160cb1 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit 5d7c4cd914295a81d42bf8baaad4981c23a83059"
iuc
parents: 0
diff changeset
101 <assert_contents>
ee0bbc160cb1 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit 5d7c4cd914295a81d42bf8baaad4981c23a83059"
iuc
parents: 0
diff changeset
102 <has_line_matching expression="P1_B1_ATCCAC\s1\s1\sFALSE" />
ee0bbc160cb1 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit 5d7c4cd914295a81d42bf8baaad4981c23a83059"
iuc
parents: 0
diff changeset
103 </assert_contents>
ee0bbc160cb1 "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit 5d7c4cd914295a81d42bf8baaad4981c23a83059"
iuc
parents: 0
diff changeset
104 </output>
0
4ea021bd7513 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit f880060c478d42202df5b78a81329f8af56b1138
iuc
parents:
diff changeset
105 </test>
4ea021bd7513 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit f880060c478d42202df5b78a81329f8af56b1138
iuc
parents:
diff changeset
106 <test>
4ea021bd7513 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit f880060c478d42202df5b78a81329f8af56b1138
iuc
parents:
diff changeset
107 <!-- defaults, but manually specified. No opts, no CC. Generates identical to above -->
4ea021bd7513 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit f880060c478d42202df5b78a81329f8af56b1138
iuc
parents:
diff changeset
108 <param name="inputrds" value="matrix.filter.rdat" />
4ea021bd7513 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit f880060c478d42202df5b78a81329f8af56b1138
iuc
parents:
diff changeset
109 <section name="clust" >
4ea021bd7513 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit f880060c478d42202df5b78a81329f8af56b1138
iuc
parents:
diff changeset
110 <param name="metric" value="pearson" />
4ea021bd7513 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit f880060c478d42202df5b78a81329f8af56b1138
iuc
parents:
diff changeset
111 <param name="funcluster" value="kmedoids" />
4ea021bd7513 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit f880060c478d42202df5b78a81329f8af56b1138
iuc
parents:
diff changeset
112 <expand macro="test_nondef" >
4ea021bd7513 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit f880060c478d42202df5b78a81329f8af56b1138
iuc
parents:
diff changeset
113 <param name="fselect" value="true" />
4ea021bd7513 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit f880060c478d42202df5b78a81329f8af56b1138
iuc
parents:
diff changeset
114 <param name="sat" value="true" />
4ea021bd7513 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit f880060c478d42202df5b78a81329f8af56b1138
iuc
parents:
diff changeset
115 <param name="clustnr" value="30" />
4ea021bd7513 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit f880060c478d42202df5b78a81329f8af56b1138
iuc
parents:
diff changeset
116 <param name="bootnr" value="50" />
4ea021bd7513 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit f880060c478d42202df5b78a81329f8af56b1138
iuc
parents:
diff changeset
117 <param name="rseed" value="17000" />
4ea021bd7513 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit f880060c478d42202df5b78a81329f8af56b1138
iuc
parents:
diff changeset
118 </expand>
4ea021bd7513 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit f880060c478d42202df5b78a81329f8af56b1138
iuc
parents:
diff changeset
119 </section>
4ea021bd7513 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit f880060c478d42202df5b78a81329f8af56b1138
iuc
parents:
diff changeset
120 <section name="outlier" >
4ea021bd7513 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit f880060c478d42202df5b78a81329f8af56b1138
iuc
parents:
diff changeset
121 <param name="outminc" value="5" />
4ea021bd7513 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit f880060c478d42202df5b78a81329f8af56b1138
iuc
parents:
diff changeset
122 <param name="outlg" value="2" />
4ea021bd7513 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit f880060c478d42202df5b78a81329f8af56b1138
iuc
parents:
diff changeset
123 <param name="final" value="false" />
4ea021bd7513 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit f880060c478d42202df5b78a81329f8af56b1138
iuc
parents:
diff changeset
124 <expand macro="test_nondef" section_name="outlier" >
4ea021bd7513 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit f880060c478d42202df5b78a81329f8af56b1138
iuc
parents:
diff changeset
125 <param name="probthr" value="0.001" />
4ea021bd7513 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit f880060c478d42202df5b78a81329f8af56b1138
iuc
parents:
diff changeset
126 <param name="outdistquant" value="0.95" />
4ea021bd7513 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit f880060c478d42202df5b78a81329f8af56b1138
iuc
parents:
diff changeset
127 <param name="rfseed" value="12345" />
4ea021bd7513 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit f880060c478d42202df5b78a81329f8af56b1138
iuc
parents:
diff changeset
128 <param name="nbfactor" value="5" />
4ea021bd7513 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit f880060c478d42202df5b78a81329f8af56b1138
iuc
parents:
diff changeset
129 </expand>
4ea021bd7513 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit f880060c478d42202df5b78a81329f8af56b1138
iuc
parents:
diff changeset
130 </section>
4ea021bd7513 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit f880060c478d42202df5b78a81329f8af56b1138
iuc
parents:
diff changeset
131 <section name="tsne" >
4ea021bd7513 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit f880060c478d42202df5b78a81329f8af56b1138
iuc
parents:
diff changeset
132 <param name="perplexity" value="30" />
4ea021bd7513 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit f880060c478d42202df5b78a81329f8af56b1138
iuc
parents:
diff changeset
133 <param name="knn" value="10" />
4ea021bd7513 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit f880060c478d42202df5b78a81329f8af56b1138
iuc
parents:
diff changeset
134 <expand macro="test_nondef" section_name="tsne" >
4ea021bd7513 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit f880060c478d42202df5b78a81329f8af56b1138
iuc
parents:
diff changeset
135 <param name="initial_cmd" value="true" />
4ea021bd7513 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit f880060c478d42202df5b78a81329f8af56b1138
iuc
parents:
diff changeset
136 <param name="rseed_tsne" value="15555" />
4ea021bd7513 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit f880060c478d42202df5b78a81329f8af56b1138
iuc
parents:
diff changeset
137 <param name="rfseed_fr" value="15555" />
4ea021bd7513 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit f880060c478d42202df5b78a81329f8af56b1138
iuc
parents:
diff changeset
138 </expand>
4ea021bd7513 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit f880060c478d42202df5b78a81329f8af56b1138
iuc
parents:
diff changeset
139 </section>
6
a4b734cd253b "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit 53916f6803b93234f992f5fd4fad61d7013d82af"
iuc
parents: 5
diff changeset
140 <output name="outgenelist" >
a4b734cd253b "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit 53916f6803b93234f992f5fd4fad61d7013d82af"
iuc
parents: 5
diff changeset
141 <assert_contents>
a4b734cd253b "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit 53916f6803b93234f992f5fd4fad61d7013d82af"
iuc
parents: 5
diff changeset
142 <has_line_matching expression=".*ENSDARG00000108379\s+1.*" />
a4b734cd253b "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit 53916f6803b93234f992f5fd4fad61d7013d82af"
iuc
parents: 5
diff changeset
143 <has_line_matching expression=".*ENSDARG00000027310\s+8.*" />
a4b734cd253b "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit 53916f6803b93234f992f5fd4fad61d7013d82af"
iuc
parents: 5
diff changeset
144 </assert_contents>
a4b734cd253b "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit 53916f6803b93234f992f5fd4fad61d7013d82af"
iuc
parents: 5
diff changeset
145 </output>
0
4ea021bd7513 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit f880060c478d42202df5b78a81329f8af56b1138
iuc
parents:
diff changeset
146 <output name="outpdf" value="intestinal.pdf" compare="sim_size" delta="50" />
4ea021bd7513 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit f880060c478d42202df5b78a81329f8af56b1138
iuc
parents:
diff changeset
147 </test>
4ea021bd7513 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit f880060c478d42202df5b78a81329f8af56b1138
iuc
parents:
diff changeset
148 <test>
4ea021bd7513 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit f880060c478d42202df5b78a81329f8af56b1138
iuc
parents:
diff changeset
149 <!-- Advanced. Opts, CC used -->
4ea021bd7513 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit f880060c478d42202df5b78a81329f8af56b1138
iuc
parents:
diff changeset
150 <param name="inputrds" value="matrix.filter.rdat" />
4ea021bd7513 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit f880060c478d42202df5b78a81329f8af56b1138
iuc
parents:
diff changeset
151 <section name="clust" >
4ea021bd7513 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit f880060c478d42202df5b78a81329f8af56b1138
iuc
parents:
diff changeset
152 <param name="metric" value="euclidean" />
4ea021bd7513 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit f880060c478d42202df5b78a81329f8af56b1138
iuc
parents:
diff changeset
153 <param name="funcluster" value="hclust" />
4ea021bd7513 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit f880060c478d42202df5b78a81329f8af56b1138
iuc
parents:
diff changeset
154 <expand macro="test_nondef" >
4ea021bd7513 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit f880060c478d42202df5b78a81329f8af56b1138
iuc
parents:
diff changeset
155 <param name="fselect" value="false" />
4ea021bd7513 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit f880060c478d42202df5b78a81329f8af56b1138
iuc
parents:
diff changeset
156 <param name="knn" value="5" />
4ea021bd7513 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit f880060c478d42202df5b78a81329f8af56b1138
iuc
parents:
diff changeset
157 <param name="sat" value="false" />
4ea021bd7513 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit f880060c478d42202df5b78a81329f8af56b1138
iuc
parents:
diff changeset
158 <param name="samp" value="10" />
4ea021bd7513 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit f880060c478d42202df5b78a81329f8af56b1138
iuc
parents:
diff changeset
159 <param name="cln" value="10" />
4ea021bd7513 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit f880060c478d42202df5b78a81329f8af56b1138
iuc
parents:
diff changeset
160 <param name="clustnr" value="10" />
4ea021bd7513 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit f880060c478d42202df5b78a81329f8af56b1138
iuc
parents:
diff changeset
161 <param name="bootnr" value="30" />
4ea021bd7513 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit f880060c478d42202df5b78a81329f8af56b1138
iuc
parents:
diff changeset
162 <param name="rseed" value="17000" />
4ea021bd7513 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit f880060c478d42202df5b78a81329f8af56b1138
iuc
parents:
diff changeset
163 </expand>
4ea021bd7513 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit f880060c478d42202df5b78a81329f8af56b1138
iuc
parents:
diff changeset
164 </section>
4ea021bd7513 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit f880060c478d42202df5b78a81329f8af56b1138
iuc
parents:
diff changeset
165 <section name="outlier" >
4ea021bd7513 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit f880060c478d42202df5b78a81329f8af56b1138
iuc
parents:
diff changeset
166 <param name="outminc" value="3" />
4ea021bd7513 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit f880060c478d42202df5b78a81329f8af56b1138
iuc
parents:
diff changeset
167 <param name="outlg" value="5" />
4ea021bd7513 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit f880060c478d42202df5b78a81329f8af56b1138
iuc
parents:
diff changeset
168 <param name="final" value="true" />
4ea021bd7513 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit f880060c478d42202df5b78a81329f8af56b1138
iuc
parents:
diff changeset
169 <expand macro="test_nondef" >
4ea021bd7513 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit f880060c478d42202df5b78a81329f8af56b1138
iuc
parents:
diff changeset
170 <param name="probthr" value="0.01" />
4ea021bd7513 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit f880060c478d42202df5b78a81329f8af56b1138
iuc
parents:
diff changeset
171 <param name="outdistquant" value="0.5" />
4ea021bd7513 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit f880060c478d42202df5b78a81329f8af56b1138
iuc
parents:
diff changeset
172 <param name="rfseed" value="12345" />
4ea021bd7513 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/raceid3 commit f880060c478d42202df5b78a81329f8af56b1138
iuc
parents:
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173 <param name="nbfactor" value="5" />
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174 <param name="nbtree" value="10" />
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175 </expand>
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176 </section>
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177 <section name="tsne" >
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178 <param name="perplexity" value="20" />
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179 <param name="knn" value="6" />
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180 <expand macro="test_nondef" >
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181 <param name="initial_cmd" value="false" />
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182 <param name="rseed_tsne" value="15555" />
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183 <param name="rfseed_fr" value="15555" />
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184 </expand>
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185 </section>
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186 <output name="outgenelist" >
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187 <assert_contents>
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188 <has_line_matching expression=".*ENSDARG00000107138\s+1.*" />
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189 <has_line_matching expression=".*ENSDARG00000016138\s+10.*" />
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190 </assert_contents>
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191 </output>
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192 <output name="outpdf" value="intestinal_advanced.pdf" compare="sim_size" delta="150" />
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193 </test>
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194 </tests>
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195 <help><![CDATA[
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196 RaceID3
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197 =========
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198
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199 RaceID is a clustering algorithm for the identification of cell types from single-cell RNA-sequencing data. It was specifically designed for the detection of rare cells which correspond to outliers in conventional clustering methods.
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200
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201 This module performs clustering, and outlier detection and ultimately tells you how well defined your clusters are (even if the resultant tSNE plots look messy).
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202
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203 The tool generates the following:
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204
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205 * A list of the most differentially expressed genes in each cluster
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206 * Cluster stability plots:
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207 * The mean within-cluster dispersion as a function of the cluster number and highlights the saturation point inferred based on the saturation criterion applied by RaceID3. The number of clusters where the change in within-cluster dispersion upon adding further clusters approaches linear behaviour demarcates the saturation point is highlighted in blue.
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208 * The point where this flattens out gives you a rough estimate of how many clusters there are in your analysis.
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209 * A scatter plot showing the gene expression variance as a function of the mean and the inferred polynomial fit of the background model, as well as a local regression.
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210 * This tells you which genes are the most significant against a background model of random expression.
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211 * A Jaccard stability plot which tells you how well defined your clusters are prior to outlier identification.
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212 * Good stable clusters should near the 0.8 mark, but 0.6 is acceptable, and for a large number of clusters, one or two low scoring clusters are also acceptable.
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213 * Heatmaps:
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214 * The initial and final clustering (as determined using random forest)
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215 * For each of the most differentially expressed genes in each cluster
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216
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217 The tool requires the RDS input from the previous filtering / normalisation / confounder removal step to work.
0
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218
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219
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220 ]]>
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221 </help>
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222 <expand macro="citations" />
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223 </tool>