Mercurial > repos > ebi-gxa > scpred_train_model

annotate scpred_train_model.xml @ 0:b17acf485397 draft

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"planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/ commit 6ea13bbd7294b94201a5d776307b3f0742847db1"
author ebi-gxa
date Wed, 08 Apr 2020 06:28:47 -0400
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children 01493c9cdfa7
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b17acf485397 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/ commit 6ea13bbd7294b94201a5d776307b3f0742847db1"
ebi-gxa
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1 <tool id="scpred_train_model" name="Scpred train" version="@TOOL_VERSION@+galaxy0" profile="@PROFILE@">
b17acf485397 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/ commit 6ea13bbd7294b94201a5d776307b3f0742847db1"
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2 <description>Train classification model</description>
b17acf485397 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/ commit 6ea13bbd7294b94201a5d776307b3f0742847db1"
ebi-gxa
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3 <macros>
b17acf485397 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/ commit 6ea13bbd7294b94201a5d776307b3f0742847db1"
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4 <import>scpred_macros.xml</import>
b17acf485397 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/ commit 6ea13bbd7294b94201a5d776307b3f0742847db1"
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5 </macros>
b17acf485397 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/ commit 6ea13bbd7294b94201a5d776307b3f0742847db1"
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6 <expand macro="requirements" />
b17acf485397 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/ commit 6ea13bbd7294b94201a5d776307b3f0742847db1"
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7 <command detect_errors="exit_code"><![CDATA[
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8 scpred_train_model.R --input-object "${input_object}" --model "${model}" --output-path "${output_obj_path}" --train-probs-plot "${train_probs_plot}"
b17acf485397 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/ commit 6ea13bbd7294b94201a5d776307b3f0742847db1"
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9 ]]></command>
b17acf485397 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/ commit 6ea13bbd7294b94201a5d776307b3f0742847db1"
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10 <inputs>
b17acf485397 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/ commit 6ea13bbd7294b94201a5d776307b3f0742847db1"
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11 <param type="data" name="input_object" label="Input SCE object" format="rdata" help="Input SCE object in .rds format"/>
b17acf485397 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/ commit 6ea13bbd7294b94201a5d776307b3f0742847db1"
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12 <param type="text" name="model" label="Model type to train" value="svmRadial" help="Model type used for training. Must be one of the models supported by Caret package. Default: svmRadial" />
b17acf485397 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/ commit 6ea13bbd7294b94201a5d776307b3f0742847db1"
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13 </inputs>
b17acf485397 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/ commit 6ea13bbd7294b94201a5d776307b3f0742847db1"
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14 <outputs>
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15 <data name="output_obj_path" format="rdata" />
b17acf485397 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/ commit 6ea13bbd7294b94201a5d776307b3f0742847db1"
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16 <data name="train_probs_plot" format="png" />
b17acf485397 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/ commit 6ea13bbd7294b94201a5d776307b3f0742847db1"
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17 </outputs>
b17acf485397 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/ commit 6ea13bbd7294b94201a5d776307b3f0742847db1"
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18 <tests>
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19 <test>
b17acf485397 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/ commit 6ea13bbd7294b94201a5d776307b3f0742847db1"
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20 <param name="input_object" value="scPred_feat_space.rds" />
b17acf485397 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/ commit 6ea13bbd7294b94201a5d776307b3f0742847db1"
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21 <output name="output_obj_path" file="scPred_trained.rds" compare="sim_size" />
b17acf485397 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/ commit 6ea13bbd7294b94201a5d776307b3f0742847db1"
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22 </test>
b17acf485397 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/ commit 6ea13bbd7294b94201a5d776307b3f0742847db1"
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23 </tests>
b17acf485397 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/ commit 6ea13bbd7294b94201a5d776307b3f0742847db1"
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24 <help><![CDATA[
b17acf485397 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/ commit 6ea13bbd7294b94201a5d776307b3f0742847db1"
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25 @HELP@
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26
b17acf485397 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/ commit 6ea13bbd7294b94201a5d776307b3f0742847db1"
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27 @VERSION_HISTORY@
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28 ]]></help>
b17acf485397 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/ commit 6ea13bbd7294b94201a5d776307b3f0742847db1"
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29 <expand macro="citations" />
b17acf485397 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/ commit 6ea13bbd7294b94201a5d776307b3f0742847db1"
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30 </tool>