Repository 'oghma'
hg clone https://toolshed.g2.bx.psu.edu/repos/nicolas/oghma

Changeset 100:09827a9f75a6 (2016-10-31)
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aggregation.xml
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diff -r 4af0489af821 -r 09827a9f75a6 aggregation.xml
--- /dev/null Thu Jan 01 00:00:00 1970 +0000
+++ b/aggregation.xml Mon Oct 31 06:44:04 2016 -0400
b
@@ -0,0 +1,64 @@
+<tool id="aggreg" name="aggregation" version="1.0.0">
+  <description>predict phenotype by combining multiple classifiers</description>
+  <command interpreter="Rscript">
+   aggregation.R $config &gt; ${output1}
+  </command>
+  
+  <inputs>
+ <param name="lassoPred" type="data" optional="true"
+ label="lasso prediction" help="path to rds containing LASSO prediction" 
+ />
+
+ <param name="rfPred" type="data" optional="true"
+ label="rf prediction" help="path to rds containing Random Forest prediction" 
+ />
+
+ <param name="rrBLUPPred" type="data" optional="true"
+ label="rrBLUP prediction" help="path to rds containing rrBLUP prediction" 
+ />
+
+ <param name="svmPred" type="data" optional="true"
+ label="SVM prediction" help="path to rds containing SVM prediction" 
+ />
+   
+ <param name="phenotype" type="data"
+ label="phenotype data" help=" a tabular datatype containing the phenotypes " 
+ />
+
+ <param name="model" type="data" optional="true"
+ label="model" help= " a path to a file where the results (depending on the chosen mode) will be writen" 
+ />
+ <param name="method" type="text" value="svm"
+ label="aggregation method" help= "choose among geneticMean, dt, lasso, rf or svm" 
+ />
+ <param name="kernel" type="text" value="linear"
+ label="kernel for SVM" help= "choose among linear, polynomial, radial, sigmoid" 
+ />
+
+  </inputs>
+  
+  <configfiles>
+    <configfile name="config">
+## Desc: this file is sourced in encode wrapper script
+##  as means to pass all galaxy params to R
+"${lassoPred}" -> lassoPred
+"${rfPred}" -> rfPred
+"${rrBLUPPred}" -> rrBLUPPred
+"${svmPred}" -> svmPred
+"${phenotype}" -> phenotype
+"${model}" -> model
+"${output1}" -> out
+"${method}" -> method
+"${kernel}" -> kernel
+
+    </configfile>
+</configfiles>
+  
+<outputs>
+ <data format="tabular" name = "output1" label="aggregation output" />
+</outputs>
+  
+  <help>
+   
+  </help>
+  </tool>
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