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author | anmoljh |
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date | Thu, 07 Jun 2018 11:53:26 -0400 |
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1 <tool id="predict_activity" name="Predict Activity" version="1.0"> |
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2 <description>predicts activity based on given model</description> |
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3 <requirements> |
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4 <requirement type="package" version="3.2.1">R</requirement> |
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5 <requirement type="package" version="1.0">carettools</requirement> |
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6 </requirements> |
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7 <stdio> |
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8 <exit_code range="1:" /> |
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9 </stdio> |
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10 |
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11 <command interpreter="Rscript">predict_activity.R $file1 $model $output1 2>/dev/null </command> |
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12 |
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13 <inputs> |
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14 <param name="model" type="data" format="rdata" label="Select Model" help="Select built model obtained from caret tool 'Create script from the template file'." /> |
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15 <param name="file1" type="data" format="csv" label="Select file have descriptor data for activity prediction" help="csv format" /> |
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16 </inputs> |
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17 |
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18 <outputs> |
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19 <data format="txt" name="output1" label="Prediction on $file1.name" /> |
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20 </outputs> |
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21 |
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22 <tests> |
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23 <test> |
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24 <param name="model" value="MODEL.rdata" /> |
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25 <param name="file1" value="Descriptors_File_of_prediction_set.csv" /> |
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26 <output name="output1" file="Prediction_on_Descriptors_File_of_prediction_set.txt" compare="sim_size" delta="90000" /> |
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27 </test> |
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28 </tests> |
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29 |
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30 <help> |
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31 |
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32 .. class:: infomark |
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33 |
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34 Make sure this file **must** contain **all** or **more features** than **input** "csv file" used for **model building** |
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35 |
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36 ---------- |
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37 |
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38 **Input "csv file" must be as follows** |
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39 |
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40 ---------- |
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41 |
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42 |
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43 Example file:- |
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44 |
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45 |
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46 |
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47 # example.csv |
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48 |
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49 feature1,feature2,feature3,..,featureN |
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50 |
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51 ro1 234,2.3,34,7,..,0.9 |
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52 |
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53 ro2 432,3.4,23.1,12,..,0.12 |
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54 |
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55 ro3 692,23,12.2,19,..,0.14 |
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56 |
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57 |
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58 ----------- |
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59 |
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60 **MODEL** |
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61 |
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62 Choose model file received from model building step. |
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63 |
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64 Model file has "data" file format can be seen by |
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65 |
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66 clicking on output files shown in history . |
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67 |
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68 </help> |
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69 |
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70 </tool> |