<?xml version='1.0' encoding='UTF-8'?>
<!--This is a configuration file for the integration of a tools into Galaxy (https://galaxyproject.org/). This file was automatically generated using CTD2Galaxy.-->
<!--Proposed Tool Section: [QuEasy (QSAR)]-->
<tool id="InputPartitioner" name="InputPartitioner" version="1.1.0">
  <description>split QSAR data set     </description>
  <macros>
    <token name="@EXECUTABLE@">InputPartitioner</token>
    <import>macros.xml</import>
  </macros>
  <expand macro="stdio"/>
  <expand macro="requirements"/>
  <command>InputPartitioner

#if $param_i:
  -i $param_i
#end if
#if $param_o:
  -o $param_o
#end if
#if $param_n:
  -n $param_n
#end if
</command>
  <inputs>
    <param name="param_i" type="data" format="dat" optional="False" value="&lt;class 'CTDopts.CTDopts._Null'&gt;" label="input data-file" help="(-i) "/>
    <param name="param_n" type="integer" value="0" label="number of partitions" help="(-n) "/>
  </inputs>
  <expand macro="advanced_options"/>
  <outputs>
    <data name="param_o" format="dat"/>
  </outputs>
  <help>InputPartitioner partitions a given QSAR data set into n partitions with evenly distributed response values.
Thus, this tool can be useful as part of a nested validation pipeline.
Input is a data file as generated by InputReader.
Output will be written to n files postfixed '_TRAIN&lt;i&gt;.dat' and '_TEST&lt;i&gt;.dat', where &lt;i&gt; is the ID of the resp. partition. For each of these partitions, the training set contains only those compounds that were not selected for the resp. test set.

</help>
</tool>