annotate w4mcorcov.xml @ 3:61935618f92c draft

planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 7682e8e7ae2bfb926d94b414b9a1649389f33582
author eschen42
date Sun, 12 Nov 2017 16:40:57 -0500
parents a06344808ffc
children d3bb34e764fe
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1 <tool id="w4mcorcov" name="OPLS-DA_Contrasts" version="0.98.5">
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3 <description>OPLS-DA Contrasts of Univariate Results</description>
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5 <requirements>
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6 <requirement type="package">r-batch</requirement>
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7 <requirement type="package">bioconductor-ropls</requirement>
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8 <!-- <requirement type="package">r-foreach</requirement> -->
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9 </requirements>
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11 <stdio>
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12 <exit_code range="1:" level="fatal" />
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13 </stdio>
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15 <command><![CDATA[
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16 cd $__tool_directory__; Rscript w4mcorcov_wrapper.R
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17 dataMatrix_in "$dataMatrix_in"
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18 sampleMetadata_in "$sampleMetadata_in"
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19 variableMetadata_in "$variableMetadata_in"
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20 tesC "$tesC"
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21 facC "$facC"
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22 pairSigFeatOnly "$pairSigFeatOnly"
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23 levCSV '$levCSV'
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24 matchingC '$matchingC'
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25 labelFeatures '$labelFeatures'
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26 labelOrthoFeatures '$labelOrthoFeatures'
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27 contrast_detail '$contrast_detail'
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28 contrast_corcov '$contrast_corcov'
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29 contrast_salience '$contrast_salience'
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30 ]]></command>
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31
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32 <inputs>
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33 <param name="dataMatrix_in" label="Data matrix file" type="data" format="tabular" help="Features x samples (tabular data - decimal: '.'; missing: NA; mode: numerical; separator: tab character)" />
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34 <param name="sampleMetadata_in" label="Sample metadata file" type="data" format="tabular" help="Samples x metadata (tabular data - decimal: '.'; missing: NA; mode: character or numerical; separator: tab character)" />
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35 <param name="variableMetadata_in" label="Variable metadata file (ideally from Univariate)" type="data" format="tabular" help="Features x metadata (tabular data - decimal: '.'; missing: NA; mode: character or numerical; separator: tab character)" />
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36 <param name="facC" label="Factor of interest" type="text" 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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37 <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.">
0
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38 <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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39 <option value="ttest">ttest - Student's t-test (parametric test, qualitative factor with exactly 2 levels)</option>
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40 <option value="anova">anova - Analysis of variance (parametric test, qualitative factor with more than 2 levels)</option>
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41 <option value="wilcoxon">wilcoxon - Wilcoxon rank test (nonparametric test, qualitative factor with exactly 2 levels)</option>
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42 <option value="kruskal">kruskal - Kruskal-Wallis rank test (nonparametric test, qualitative factor with more than 2 levels)</option>
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43 </param>
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44 <param
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45 name="pairSigFeatOnly"
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46 type="boolean"
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47 checked="true"
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48 truevalue="TRUE"
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49 falsevalue="FALSE"
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50 label="Retain only pairwise-significant features"
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51 help="When 'none' is chosen as the test, all features are included in the analysis (i. e., this parameter is ignored). Otherwise, 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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52 <param name="levCSV" label="Levels of interest" type="text" value = "*" 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.">
0
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53 <sanitizer>
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54 <valid initial="string.letters">
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55 <add preset="string.digits"/>
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56 <add value="&#36;" /> <!-- $ dollar, dollar-sign -->
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57 <add value="&#40;" /> <!-- ( left-paren -->
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58 <add value="&#41;" /> <!-- ) right-paren -->
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59 <add value="&#42;" /> <!-- * splat, asterisk -->
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60 <add value="&#43;" /> <!-- + plus -->
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61 <add value="&#44;" /> <!-- , comma -->
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62 <add value="&#45;" /> <!-- - dash, minus-sign -->
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63 <add value="&#46;" /> <!-- . dot, period -->
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64 <add value="&#58;" /> <!-- : colon -->
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65 <add value="&#59;" /> <!-- ; semi, semicolon -->
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66 <add value="&#63;" /> <!-- ? what, question mark -->
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67 <add value="&#91;" /> <!-- [ l-squib, left-squre-bracket -->
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68 <add value="&#92;" /> <!-- \ whack, backslash -->
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69 <add value="&#93;" /> <!-- ] r-squib, right-squre-bracket -->
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70 <add value="&#94;" /> <!-- ^ hat, caret -->
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71 <add value="&#123;" /> <!-- { l-cube, left-curly-bracket -->
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72 <add value="&#124;" /> <!-- | pipe -->
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73 <add value="&#125;" /> <!-- } r-cube, right-curly-bracket -->
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74 <!-- 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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75 </valid>
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76 </sanitizer>
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77 </param>
3
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78 <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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79 <option value="none">do no generic matching (default)</option>
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80 <option value="wildcard" selected="true">use wild-cards for matching level-names</option>
0
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81 <option value="regex">use regular expressions for matching level-names</option>
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82 </param>
3
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83 <param name="labelFeatures" type="text" value="3" label="How many features having extreme loadings should be labelled on cov-vs.-cor plot" 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."/>
2
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84 <param
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85 name="labelOrthoFeatures"
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86 type="boolean"
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87 checked="false"
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88 truevalue="TRUE"
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89 falsevalue="FALSE"
3
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90 label="Label features having extreme orthogonal loadings"
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91 help="When using the preceding parameter to label only features at the loading-extremess in the cor-vs.-cov plot, use 'no' here to label only features having extreme parallel loadings (loadp); this is the default. Choose 'yes' to add labels also to features having extreme orthogonal loadings (both loado and loadp); this may clutter the plot."/>
0
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92 </inputs>
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93
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94 <outputs>
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95 <!--
3
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96 pdf1: summaries of each contrasts, clearly labelled by level=pair name
0
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97 * first PCA score-plot
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98 * then PLS score-plot
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99 * 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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100 -->
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101 <data name="contrast_detail" label="${tool.name}_${variableMetadata_in.name}_detail" format="pdf" />
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102 <!--
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103 tsv1: cor and cov table with columns:
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104 * feature-ID
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105 * factor-level 1
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106 * factor-level 2, lexically greater than level 1
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107 * Wiklund_2008 correlation
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108 * Wiklund_2008 covariance
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109 * Galindo_Prieto_2014 VIP for predictive components, VIP[4,p]
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110 * Galindo_Prieto_2014 VIP for orthogonal components, VIP[4,o]
1
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111 * (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.
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112 -->
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113 <data name="contrast_corcov" label="${tool.name}_${variableMetadata_in.name}_corcov" format="tabular" />
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114 <!--
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115 tsv2: salience table with columns (experimental feature):
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116 * feature-ID
0
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117 * Salient level, i.e., for the feature, the class-level having the greatest median intensity
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118 * 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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119 * 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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120 -->
1
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121 <data name="contrast_salience" label="${tool.name}_${variableMetadata_in.name}_salience" format="tabular" />
0
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122 </outputs>
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123
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124 <tests>
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125 <test>
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126 <param name="dataMatrix_in" value="input_dataMatrix.tsv"/>
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127 <param name="sampleMetadata_in" value="input_sampleMetadata.tsv"/>
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128 <param name="variableMetadata_in" value="input_variableMetadata.tsv"/>
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129 <param name="tesC" value="kruskal"/>
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130 <param name="facC" value="k10"/>
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131 <param name="pairSigFeatOnly" value="FALSE"/>
2
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132 <param name="labelFeatures" value="3"/>
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133 <param name="labelOrthogonalFeatures" value="FALSE"/>
0
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134 <param name="levCSV" value="k[12],k[3-4]"/>
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135 <param name="matchingC" value="regex"/>
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136 <output name="contrast_corcov">
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137 <assert_contents>
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138 <!-- column-labels line -->
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139 <has_text text="featureID" />
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140 <has_text text="factorLevel1" />
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141 <has_text text="factorLevel2" />
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142 <has_text text="correlation" />
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143 <has_text text="covariance" />
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144 <has_text text="vip4p" />
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145 <has_text text="vip4o" />
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146 <has_text text="level1Level2Sig" />
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147 <!-- first matched line -->
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148 <has_text text="M349.2383T700" />
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149 <has_text text="-0.05007" />
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150 <has_text text="-5.8455" />
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151 <has_text text="0.0961269" />
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152 <has_text text="0.1848301" />
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153 <!-- second matched line -->
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154 <has_text text="M207.9308T206" />
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155 <has_text text="-0.2967565" />
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156 <has_text text="-19.56942" />
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157 <has_text text="1.6023" />
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158 <has_text text="1.35368" />
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159 <!-- third matched line -->
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160 <has_text text="M211.0607T263" />
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161 <has_text text="0.47052" />
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162 <has_text text="15.910087" />
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163 <has_text text="0.89838" />
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164 <has_text text="0.125372" />
1
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165 </assert_contents>
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166 </output>
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167 <output name="contrast_salience">
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168 <assert_contents>
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169 <!-- column-labels line -->
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170 <has_text text="featureID" />
e25fd8a13665 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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171 <has_text text="salientLevel" />
e25fd8a13665 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
172 <has_text text="salientRCV" />
e25fd8a13665 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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173 <has_text text="salience" />
e25fd8a13665 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
174 <!-- first matched line -->
e25fd8a13665 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents: 0
diff changeset
175 <has_text text="M349.2383T700" />
e25fd8a13665 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents: 0
diff changeset
176 <has_text text="0.659554" />
e25fd8a13665 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents: 0
diff changeset
177 <has_text text="8.81866595" />
e25fd8a13665 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
178 <!-- second matched line -->
e25fd8a13665 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
179 <has_text text="M207.9308T206" />
e25fd8a13665 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
180 <has_text text="0.0578578" />
e25fd8a13665 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
181 <has_text text="2.27527985" />
e25fd8a13665 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
182 <!-- third matched line -->
e25fd8a13665 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
183 <has_text text="M211.0607T263" />
0
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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184 <has_text text="9999" />
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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185 <has_text text="12.87766096" />
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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186 </assert_contents>
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187 </output>
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188 </test>
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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189 <test>
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190 <param name="dataMatrix_in" value="input_dataMatrix.tsv"/>
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191 <param name="sampleMetadata_in" value="input_sampleMetadata.tsv"/>
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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192 <param name="variableMetadata_in" value="input_variableMetadata.tsv"/>
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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193 <param name="tesC" value="kruskal"/>
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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194 <param name="facC" value="k10"/>
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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195 <param name="pairSigFeatOnly" value="TRUE"/>
2
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196 <param name="labelFeatures" value="3"/>
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197 <param name="labelOrthogonalFeatures" value="TRUE"/>
0
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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198 <param name="levCSV" value="k[12],k[3-4]"/>
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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199 <param name="matchingC" value="regex"/>
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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200 <output name="contrast_corcov">
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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201 <assert_contents>
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202 <!-- column-labels line -->
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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203 <has_text text="featureID" />
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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204 <has_text text="factorLevel1" />
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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205 <has_text text="factorLevel2" />
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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206 <has_text text="correlation" />
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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207 <has_text text="covariance" />
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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208 <has_text text="vip4p" />
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209 <has_text text="vip4o" />
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210 <has_text text="level1Level2Sig" />
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diff changeset
211 <!-- first matched line -->
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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diff changeset
212 <has_text text="M349.2383T700" />
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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diff changeset
213 <has_text text="-0.99601577" />
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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214 <has_text text="-947.55795176" />
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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diff changeset
215 <!-- second matched line -->
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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diff changeset
216 <has_text text="M207.9308T206" />
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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diff changeset
217 <has_text text="0.688549" />
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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218 <has_text text="58.22352" />
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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diff changeset
219 <has_text text="1.394687" />
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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diff changeset
220 <has_text text="0.06049885" />
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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diff changeset
221 <!-- third matched line -->
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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diff changeset
222 <has_text text="M211.0607T263" />
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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diff changeset
223 <has_text text="-0.572018" />
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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diff changeset
224 <has_text text="-14.57769" />
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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diff changeset
225 <has_text text="0.7780899" />
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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226 <has_text text="0.3678166776" />
1
e25fd8a13665 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
227 </assert_contents>
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228 </output>
e25fd8a13665 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
229 <output name="contrast_salience">
e25fd8a13665 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
230 <assert_contents>
e25fd8a13665 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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231 <!-- column-labels line -->
e25fd8a13665 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
232 <has_text text="featureID" />
e25fd8a13665 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
233 <has_text text="salientLevel" />
e25fd8a13665 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
234 <has_text text="salientRCV" />
e25fd8a13665 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
235 <has_text text="salience" />
e25fd8a13665 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents: 0
diff changeset
236 <!-- first matched line -->
e25fd8a13665 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents: 0
diff changeset
237 <has_text text="M349.2383T700" />
e25fd8a13665 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents: 0
diff changeset
238 <has_text text="0.659554" />
e25fd8a13665 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents: 0
diff changeset
239 <has_text text="8.81866595" />
e25fd8a13665 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents: 0
diff changeset
240 <!-- second matched line -->
e25fd8a13665 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents: 0
diff changeset
241 <has_text text="M207.9308T206" />
e25fd8a13665 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents: 0
diff changeset
242 <has_text text="0.0578578" />
e25fd8a13665 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents: 0
diff changeset
243 <has_text text="2.27527985" />
e25fd8a13665 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents: 0
diff changeset
244 <!-- third matched line -->
e25fd8a13665 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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parents: 0
diff changeset
245 <has_text text="M211.0607T263" />
0
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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246 <has_text text="9999" />
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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diff changeset
247 <has_text text="12.87766096" />
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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diff changeset
248 </assert_contents>
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249 </output>
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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250 </test>
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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diff changeset
251 <test>
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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252 <param name="dataMatrix_in" value="input_dataMatrix.tsv"/>
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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253 <param name="sampleMetadata_in" value="input_sampleMetadata.tsv"/>
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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254 <param name="variableMetadata_in" value="input_variableMetadata.tsv"/>
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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255 <param name="tesC" value="none"/>
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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256 <param name="facC" value="k10"/>
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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257 <param name="pairSigFeatOnly" value="TRUE"/>
2
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diff changeset
258 <param name="labelFeatures" value="3"/>
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diff changeset
259 <param name="labelOrthogonalFeatures" value="FALSE"/>
0
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260 <param name="levCSV" value="k[12],k[3-4]"/>
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261 <param name="matchingC" value="regex"/>
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262 <output name="contrast_corcov">
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263 <assert_contents>
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264 <!-- column-labels line -->
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265 <has_text text="featureID" />
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266 <has_text text="factorLevel1" />
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267 <has_text text="factorLevel2" />
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268 <has_text text="correlation" />
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269 <has_text text="covariance" />
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270 <has_text text="vip4p" />
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271 <has_text text="vip4o" />
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272 <!-- first matched line -->
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273 <has_text text="M349.2383T700" />
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274 <has_text text="-0.64331257" />
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275 <has_text text="-161.82220" />
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276 <has_text text="1.862455" />
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277 <has_text text="0.2105143" />
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278 <!-- second matched line -->
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279 <has_text text="M207.9308T206" />
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280 <has_text text="-0.313507" />
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281 <has_text text="-20.0476" />
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282 <has_text text="1.6956987" />
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283 <has_text text="1.19247" />
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284 <!-- third matched line -->
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285 <has_text text="M211.0607T263" />
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286 <has_text text="-0.38986114" />
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287 <has_text text="-23.747718" />
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288 <has_text text="1.064296856" />
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289 <has_text text="1.16507455" />
1
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290 </assert_contents>
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291 </output>
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292 <output name="contrast_salience">
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293 <assert_contents>
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294 <!-- column-labels line -->
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295 <has_text text="featureID" />
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296 <has_text text="salientLevel" />
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297 <has_text text="salientRCV" />
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298 <has_text text="salience" />
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299 <!-- first matched line -->
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300 <has_text text="M349.2383T700" />
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301 <has_text text="0.659554" />
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302 <has_text text="8.81866595" />
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303 <!-- second matched line -->
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304 <has_text text="M207.9308T206" />
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305 <has_text text="0.0578578" />
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306 <has_text text="2.27527985" />
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307 <!-- third matched line -->
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308 <has_text text="M211.0607T263" />
0
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309 <has_text text="9999" />
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310 <has_text text="12.87766096" />
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311 </assert_contents>
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312 </output>
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313 </test>
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314 </tests>
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315 <!--
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316 .. |reg| unicode:: U+000AE .. REGISTERED SIGN - see http://docutils.sourceforge.net/docutils/parsers/rst/include/isonum.txt or /usr/share/docutils/parsers/rst/include/isonum.txt
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317 -->
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318 <help><![CDATA[
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319
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320 **Run PLS-DA Contrasts of Univariate Results**
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321 ----------------------------------------------
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322
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323 **Author** - Arthur Eschenlauer (University of Minnesota, esch0041@umn.edu)
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324
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325
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326 Motivation
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327 ----------
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328
2
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329 OPLS-DA\ :superscript:`®` and the SIMCA\ :superscript:`®` S-PLOT\ :superscript:`®` (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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330
2
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331 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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332
2
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333 The primary aims of this tool are:
0
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334
2
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335 - To compute and visualize multiple contrasts with OPLS-DA and the covariance vs. correlation plot.
0
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336 - To write the results to data files for use in further multivariate analysis or visualization.
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337
2
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338 Note: This tool only supports categorical factors with non-numeric level-names.
1
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339
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340 Description
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341 -----------
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342
2
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343 The purpose of the 'PLS-DA Contrasts' tool is to visualize GC-MS or LC-MS features that are possible biomarkers.
1
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344
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345 The W4M 'Univariate' tool (Thévenot *et al.*, 2015) adds the results of family-wise corrected pairwise significance-tests as columns of the **variableMetadata** dataset.
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346 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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347
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348 - 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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349 - 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.
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350
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351 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.
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352
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353 **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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354
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355 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 is to use univariate testing to exclude features that are not significantly different and use OPLS-DA to visualize the differences identified in univariate testing** (Thévenot *et al.*, 2015); an appropriate exception would be to visualize contrasts of a specific list of metabolites.
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356
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357 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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358
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359 - picking features with maximum loadings along the projection parallel to the predictor (loadp),
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360 - examining extreme values on S-PLOTs (for which covariance is linearly related to loadp),
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361 - examining "variable importance in projection VIP for OPLS-DA" (Galindo-Prieto *et al.* 2014), and
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362 - examining a feature's "selectivity ratio" (Rajalahti *et al.*, 2009).
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363
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364 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.
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365
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366 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.
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367
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368 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.
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369
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370
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371 W4M Workflow Position
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372 ---------------------
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373
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374 - Upstream tool: **Univariate** (category: Statistical Analysis) or (not generally recommended) any **Preprocessing** tool that produces or updates a 'variableMetadata' file.
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375 - Downstream tool categories: **Statistical Analysis**
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376
0
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377 Input files
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378 -----------
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379
2
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380 +----------------------+-----------+
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381 | File | Format |
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382 +======================+===========+
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383 | Data matrix | tabular |
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384 +----------------------+-----------+
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385 | Sample metadata | tabular |
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386 +----------------------+-----------+
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387 | Variable metadata | tabular |
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388 +----------------------+-----------+
0
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389
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390 Output files
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391 ------------
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392
2
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393 +-------------------------------------------+-----------+
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394 | File | Format |
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395 +===========================================+===========+
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396 | Contrast detail | pdf |
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397 +-------------------------------------------+-----------+
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398 | Contrast "corrlation and covariance" data | tabular |
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399 +-------------------------------------------+-----------+
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400 | Feature "salience" data | tabular |
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401 +-------------------------------------------+-----------+
0
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402
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403 Parameters
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404 ----------
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405
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406 [IN] Data matrix file
2
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407 | 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)
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408 |
0
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409
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410 [IN] Sample metadata file
2
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411 | sample x metadata **sampleMetadata** (tabular separated values) file of the numeric and/or character sample metadata, with '.' as decimal and 'NA' for missing values
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412 |
0
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413
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414 [IN] Variable metadata file
2
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415 | variable x metadata **variableMetadata** (tabular separated values) file of the numeric and/or character variable metadata, with '.' as decimal and 'NA' for missing values
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416 |
0
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417
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418 [IN] Test
2
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419 | Name of the **statistical test** - a component of column names in variable metadata table
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420 | May be one of 'none', 'ttest', 'gwilcoxon', 'anova', 'kruskal', 'pearson', 'spearman'
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421 |
0
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422
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423 [IN] Factor of interest
2
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424 | Name of the **column of sampleMetadata** corresponding to the qualitative or quantitative variable
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425 |
0
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426
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427 [IN] Retain only pairwise-significant features
2
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428 | 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).
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429 | 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.
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430 | *Note that when 'Test' is 'none', all features are included in the analysis and this parameter has no effect.*
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431 |
0
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432
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433 [IN] Levels of interest
2
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434 | 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.
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435 |
0
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436
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437 [IN] Level-name matching
2
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438 | Indicator of **how levels are to be specified generically** (if at all) - wild cards, regular expressions, or none (no generic matching).
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439 |
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440
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441 [IN] Label how many extreme features
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442 | 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.
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443 |
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444
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445 [IN] Label features with extreme loado
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446 | If the previous parameter has limited the the number of features to be labelled at each of the loading-extremes, then the extreme values for both loado and loadp will be labelled when this parameter is set to 'yes'; otherwise (in the default case) only extreme values for loadp will be lableld. The default was chosen to make the plot less cluttered.
2
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447 |
0
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448
1
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449 [OUT] Contrast-detail output PDF
2
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450 | Several plots for each two-projection OPLS-DA analysis:
0
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451
1
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452 - (top-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)
e25fd8a13665 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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453 - (bottom-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 (Thévenot, 2017)
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454 - (top-right) OPLS-DA **scores-plot** for the two projections (Thévenot *et al.*, 2015)
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455 - (bottom-right) OPLS-DA **loadings-plot** for the two projections (*ibid.*)
0
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456
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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457 [OUT] Contrast Correlation-Covarinace data TABULAR
2
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458 | A tab-separated values file of metadata for each feature for each contrast in which it was included.
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459 | Thus, a given feature may appear many times, but *the combination of featureID, factorLevel1, and factorLevel2 will be unique.*
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460 | This file has the following columns:
0
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461
1
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462 - **featureID** - feature-identifier
0
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463 - **factorLevel1** - factor-level 1
1
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464 - **factorLevel2** - factor-level 2 (or "other" when contrasting factor-level 1 with all other levels)
2
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465 - **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'.
1
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466 - **covariance** - covariance of the features projection explaining the difference between the features, < 0 when intensity for level 1 is greater (from formula in *ibid.*)
2
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467 - **vip4p** - "variable importance in projection" to the predictive projection, VIP\ :subscript:`4,p` (Galindo-Prieto *op. cit.*)
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468 - **vip4o** - "variable importance in projection" to the orthogonal projection, VIP\ :subscript:`4,o` (*ibid.*)
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469 - **loadp** - variable loading for the predictive projection (Wiklund *op. cit.*)
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470 - **loado** - variable loading for the orthogonal projection (*ibid.*)
0
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471 - **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
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472
1
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473 [OUT] Feature "Salience" data TABULAR
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474 | 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 (and unproven) way to identify features that may suggest potential biomarkers without dimensional reduction of data. This is a tab-separated values file having the following columns:
1
e25fd8a13665 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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475
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476 - **featureID** - feature identifier
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477 - **salientLevel** - salient level, i.e., for the feature, the class-level having the greatest median intensity
e25fd8a13665 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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478 - **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
e25fd8a13665 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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479 - **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
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480
0
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481 Wild card patterns to match level-names
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482 ---------------------------------------
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483
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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484 "wild card" patterns may be used to select level-names.
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485
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486 - use '``?``' to match a single character
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487 - use '``*``' to match zero or more characters
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488 - the entire pattern must match the level name
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489
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490 For example
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491
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492 - '``??.le*``' matches '``my.level``' but not '``my.own.level``'
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493 - '``*.level``' matches '``my.level``' and '``my.own.level``'
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494 - '``*.level``' matches neither '``my.level``' nor '``my.own.level``'
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495
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496 Regular expression patterns to match level-names
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497 ------------------------------------------------
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498
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499 "regular expression" patterns may be used to select level-names.
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500
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501 POSIX 1003.2 standard regular expressions allow precise pattern-matching and are exhaustively defined at:
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502 http://pubs.opengroup.org/onlinepubs/9699919799/basedefs/V1_chap09.html
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503
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504 However, only a few basic building blocks of regular expressions need to be mastered for most cases:
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505
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506 - '``^``' matches the beginning of a level-name
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507 - '``$``' matches the end of a level-name
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508 - '``.``' outside of square brackets matches a single character
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509 - '``*``' matches character specified immediately before zero or more times
2
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510 - Square brackets specify a set of characters to be matched. Within square brackets:
0
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511
2
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512 - '``^``' as the first character specifies that the list of characters are those that should **not** be matched.
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513 - '``-``' is used to specify ranges of characters
0
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514
2
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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515 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
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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516
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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517 First Example: Consider a field of level-names consisting of '``marq3,marq6,marq9,marq12,front3,front6,front9,front12``'
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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518
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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519 - The regular expression '``^front[0-9][0-9]*$``' will match the same sample-levels as '``front3,front6,front9,front12``'
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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520 - The regular expression '``^[a-z][a-z]3$``' will match the same sample-levels as '``front3,marq3``'
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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521 - The regular expression '``^[a-z][a-z]12$``' will match the same sample-levels as '``front12,marq12``'
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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parents:
diff changeset
522 - The regular expression '``^[a-z][a-z][0-9]$``' will match the same sample-levels as '``front3,front6,front9,marq3,marq6,marq9``'
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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523
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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524 Second Example: Consider these regular expression patterns as possible matches to a sample-level name '``AB0123``':
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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diff changeset
525
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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526 - '``^[A-Z][A-Z][0-9][0-9]*$``' - MATCHES '``**^AB0123$**``'
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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527 - '``^[A-Z][A-Z]*[0-9][0-9]*$``' - MATCHES '``**^AB0123$**``'
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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528 - '``^[A-Z][0-9]*``' - MATCHES '``**^A** B0123$``' - first character is a letter, '``*``' can specify zero characters, and end of line did not need to be matched.
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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529 - '``^[A-Z][A-Z][0-9]``' - MATCHES '``**^AB0** 123$``' - first two characters are letters aind the third is a digit.
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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530 - '``^[A-Z][A-Z]*[0-9][0-9]$``' - NO MATCH - the name does not end with the pattern '``[A-Z][0-9][0-9]$``', i.e., it ends with four digits, not two.
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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531 - '``^[A-Z][0-9]*$``' - NO MATCH - the pattern specifies that second character and all those that follow, if present, must be digits.
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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532
2
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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533 Working examples
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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534 ----------------
0
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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535
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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536 **Input files**
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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537
2
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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diff changeset
538 +-------------------+-------------------------------------------------------------------------------------------------------------------+
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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539 | Input File | Download from URL |
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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540 +===================+===================================================================================================================+
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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541 | Data matrix | https://raw.githubusercontent.com/HegemanLab/w4mcorcov_galaxy_wrapper/master/test-data/input_dataMatrix.tsv |
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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diff changeset
542 +-------------------+-------------------------------------------------------------------------------------------------------------------+
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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543 | Sample metadata | https://raw.githubusercontent.com/HegemanLab/w4mcorcov_galaxy_wrapper/master/test-data/input_sampleMetadata.tsv |
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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544 +-------------------+-------------------------------------------------------------------------------------------------------------------+
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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545 | Variable metadata | https://raw.githubusercontent.com/HegemanLab/w4mcorcov_galaxy_wrapper/master/test-data/input_variableMetadata.tsv |
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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parents: 1
diff changeset
546 +-------------------+-------------------------------------------------------------------------------------------------------------------+
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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diff changeset
547
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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548 **Example 1:** Include in the analysis only features identified as pair-wise significant in the Univariate test.
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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549
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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550 +--------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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551 | Input Parameter or Result | Value |
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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552 +============================================+========================================================================================================================================+
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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553 | Factor of interest | k10 |
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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554 +--------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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555 | Univariate Significance-Test | kruskal |
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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diff changeset
556 +--------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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557 | Retain only pairwise-significant features | Yes |
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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558 +--------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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559 | Levels of interest | k[12],k[3-4] |
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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parents: 1
diff changeset
560 +--------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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diff changeset
561 | Level-name matching | use regular expressions for matching level-names |
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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parents: 1
diff changeset
562 +--------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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diff changeset
563 | Number of features having extreme loadings | ALL |
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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parents: 1
diff changeset
564 +--------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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565 | Output primary table | https://raw.githubusercontent.com/HegemanLab/w4mcorcov_galaxy_wrapper/master/test-data/expected_contrast_corcov.tsv |
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
eschen42
parents: 1
diff changeset
566 +--------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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567 | Output salience table | https://raw.githubusercontent.com/HegemanLab/w4mcorcov_galaxy_wrapper/master/test-data/expected_contrast_salience.tsv |
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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parents: 1
diff changeset
568 +--------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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parents: 1
diff changeset
569 | Output figures PDF | https://raw.githubusercontent.com/HegemanLab/w4mcorcov_galaxy_wrapper/master/test-data/expected_contrast_detail.pdf |
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
eschen42
parents: 1
diff changeset
570 +--------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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parents: 1
diff changeset
571
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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diff changeset
572 **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
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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573
2
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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parents: 1
diff changeset
574 +--------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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diff changeset
575 | Input Parameter or Result | Value |
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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diff changeset
576 +============================================+========================================================================================================================================+
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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diff changeset
577 | Factor of interest | k10 |
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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parents: 1
diff changeset
578 +--------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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diff changeset
579 | Univariate Significance-Test | kruskal |
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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parents: 1
diff changeset
580 +--------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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diff changeset
581 | Retain only pairwise-significant features | No |
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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diff changeset
582 +--------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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diff changeset
583 | Levels of interest | ``*`` |
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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parents: 1
diff changeset
584 +--------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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parents: 1
diff changeset
585 | Level-name matching | use wild cards for matching level-names |
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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parents: 1
diff changeset
586 +--------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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parents: 1
diff changeset
587 | Number of features having extreme loadings | 5 |
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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parents: 1
diff changeset
588 +--------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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diff changeset
589 | Output primary table | https://raw.githubusercontent.com/HegemanLab/w4mcorcov_galaxy_wrapper/master/test-data/expected_contrast_corcov_all.tsv |
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
eschen42
parents: 1
diff changeset
590 +--------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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parents: 1
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591 | Output salience table | https://raw.githubusercontent.com/HegemanLab/w4mcorcov_galaxy_wrapper/master/test-data/expected_contrast_salience_all.tsv |
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
eschen42
parents: 1
diff changeset
592 +--------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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593 | Output figures PDF | https://raw.githubusercontent.com/HegemanLab/w4mcorcov_galaxy_wrapper/master/test-data/expected_contrast_detail_all.pdf |
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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parents: 1
diff changeset
594 +--------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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diff changeset
595
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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diff changeset
596 **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
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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diff changeset
597
2
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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diff changeset
598 +--------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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parents: 1
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599 | Input Parameter or Result | Value |
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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parents: 1
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600 +============================================+========================================================================================================================================+
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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parents: 1
diff changeset
601 | Factor of interest | k10 |
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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parents: 1
diff changeset
602 +--------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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parents: 1
diff changeset
603 | Univariate Significance-Test | none |
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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parents: 1
diff changeset
604 +--------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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parents: 1
diff changeset
605 | Retain only pairwise-significant features | No |
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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parents: 1
diff changeset
606 +--------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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parents: 1
diff changeset
607 | Levels of interest | k[12],k[3-4] |
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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parents: 1
diff changeset
608 +--------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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parents: 1
diff changeset
609 | Level-name matching | use regular expressions for matching level-names |
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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parents: 1
diff changeset
610 +--------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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parents: 1
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611 | Number of features having extreme loadings | 0 |
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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parents: 1
diff changeset
612 +--------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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613 | Output primary table | https://raw.githubusercontent.com/HegemanLab/w4mcorcov_galaxy_wrapper/master/test-data/expected_contrast_corcov_global.tsv |
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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parents: 1
diff changeset
614 +--------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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parents: 1
diff changeset
615 | Output salience table | https://raw.githubusercontent.com/HegemanLab/w4mcorcov_galaxy_wrapper/master/test-data/expected_contrast_salience_global.tsv |
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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parents: 1
diff changeset
616 +--------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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617 | Output figures PDF | https://raw.githubusercontent.com/HegemanLab/w4mcorcov_galaxy_wrapper/master/test-data/expected_contrast_detail_global.pdf |
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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parents: 1
diff changeset
618 +--------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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diff changeset
619
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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620 **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".
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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621
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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622 +--------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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623 | Input Parameter or Result | Value |
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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624 +============================================+========================================================================================================================================+
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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625 | Factor of interest | lohi |
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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diff changeset
626 +--------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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parents: 1
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627 | Univariate Significance-Test | none |
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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628 +--------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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parents: 1
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629 | Retain only pairwise-significant features | No |
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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parents: 1
diff changeset
630 +--------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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631 | Levels of interest | low,high |
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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parents: 1
diff changeset
632 +--------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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parents: 1
diff changeset
633 | Level-name matching | use regular expressions for matching level-names |
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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parents: 1
diff changeset
634 +--------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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parents: 1
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635 | Number of features having extreme loadings | 3 |
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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parents: 1
diff changeset
636 +--------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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637 | Output primary table | https://raw.githubusercontent.com/HegemanLab/w4mcorcov_galaxy_wrapper/master/test-data/expected_contrast_corcov_lohi.tsv |
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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parents: 1
diff changeset
638 +--------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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639 | Output salience table | https://raw.githubusercontent.com/HegemanLab/w4mcorcov_galaxy_wrapper/master/test-data/expected_contrast_salience_lohi.tsv |
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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parents: 1
diff changeset
640 +--------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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641 | Output figures PDF | https://raw.githubusercontent.com/HegemanLab/w4mcorcov_galaxy_wrapper/master/test-data/expected_contrast_detail_lohi.pdf |
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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642 +--------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
0
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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diff changeset
643
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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644
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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diff changeset
645 Trademarks
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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646 ----------
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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647
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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648 OPLS-DA\ :superscript:`®`, SIMCA\ :superscript:`®`, and S-PLOT\ :superscript:`®` are registered trademarks of the Umetrics company. http://umetrics.com/about-us/trademarks
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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diff changeset
649
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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650
1
e25fd8a13665 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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651 Release notes
e25fd8a13665 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
652 -------------
e25fd8a13665 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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653
3
61935618f92c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 7682e8e7ae2bfb926d94b414b9a1649389f33582
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diff changeset
654 0.98.5
2
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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655
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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656 - bug fix: fit feature-labels within clipping region of cor-vs.cov plot
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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657 - new feature: optionally (and by default) suppress labels for features with extreme orthogonal loadings
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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658
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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659 0.98.3
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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diff changeset
660
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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parents: 1
diff changeset
661 - add support for two-level factors
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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662 - add adjusted mz and rt to output tables
3
61935618f92c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 7682e8e7ae2bfb926d94b414b9a1649389f33582
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663 - allow explicitly setting the number of features with extreme loadings to be labelled on the correlation vs. covariance plot
2
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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parents: 1
diff changeset
664 - add loadings to corcov table
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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diff changeset
665
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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diff changeset
666 0.98.2
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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667
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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668 - first release
1
e25fd8a13665 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
669
e25fd8a13665 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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670
0
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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671 ]]></help>
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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672 <citations>
3
61935618f92c planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 7682e8e7ae2bfb926d94b414b9a1649389f33582
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diff changeset
673 <citation type="doi">10.5281/zenodo.1034784</citation>
0
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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674 <!-- Galindo_Prieto_2014 Variable influence on projection (VIP) for OPLS -->
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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diff changeset
675 <citation type="doi">10.1002/cem.2627</citation>
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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diff changeset
676 <!-- Giacomoni_2014 W4M 2.5 -->
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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677 <citation type="doi">10.1093/bioinformatics/btu813</citation>
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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678 <!-- Guitton_2017 W4M 3.0 -->
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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679 <citation type="doi">10.1016/j.biocel.2017.07.002</citation>
1
e25fd8a13665 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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680 <!-- Mehmood_2012 PLS-based variable-selection -->
e25fd8a13665 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
681 <citation type="doi">10.1186/1748-7188-6-27</citation>
e25fd8a13665 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
682 <!-- Rajalahti_2009 Biomarker discovery using selectivity ratio -->
e25fd8a13665 planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit bd26542b811de06c1a877337a2840a9f899c2b94
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diff changeset
683 <citation type="doi">10.1016/j.chemolab.2008.08.004</citation>
2
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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684 <!-- Rinuardo 2016 -->
a06344808ffc planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit ce5178ce51b80f242d24db555044e6afc530ac99
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diff changeset
685 <citation type="doi">10.3389/fmolb.2016.00026</citation>
0
50a07adddfbd planemo upload for repository https://github.com/HegemanLab/w4mcorcov_galaxy_wrapper/tree/master commit 52e588e19fe93d83d221710bb75559c5700ba637
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686 <!-- Sun_2016 Urinary Biomarkers for adolescent idiopathic scoliosis -->
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687 <citation type="doi">10.1038/srep22274</citation>
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688 <!-- Th_venot_2015 Urinary metabolome statistics -->
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689 <citation type="doi">10.1021/acs.jproteome.5b00354</citation>
1
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690 <!-- ropls package -->
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691 <citation type="bibtex"><![CDATA[
2
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692 @incollection{Thevenot_ropls_2017,
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693 author = {Th{\'{e}}venot, Etienne A.},
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694 title = {ropls: PCA, PLS(-DA) and OPLS(-DA) for multivariate analysis and feature selection of omics data},
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695 publisher = {bioconductor.org},
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696 year = {2017},
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697 doi = {10.18129/B9.bioc.ropls},
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698 booktitle = {Bioconductor: Open source software for bioinformatics},
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699 address = {Roswell Park Cancer Institute},
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700 }
1
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701 ]]></citation>
0
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702 <!-- Wiklund_2008 OPLS PLS-DA and S-PLOT -->
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703 <citation type="doi">10.1021/ac0713510</citation>
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704 </citations>
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705 <!--
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706 vim:noet:sw=4:ts=4
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707 -->
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708 </tool>