Mercurial > repos > bgruening > sklearn_feature_selection

comparison main_macros.xml @ 26:07b34d5284f6 draft

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"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 756f8be9c3cd437e131e6410cd625c24fe078e8c"
author bgruening
date Wed, 22 Jan 2020 07:53:52 -0500
parents 41b109e70a7f
children ae0fafb53c1d
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25:41b109e70a7f 26:07b34d5284f6
217 <option value="auto" selected="true">auto</option> 217 <option value="auto" selected="true">auto</option>
218 <option value="true">true</option> 218 <option value="true">true</option>
219 <option value="false">false</option> 219 <option value="false">false</option>
220 </param> 220 </param>
221 </xml> 221 </xml>
222
223 <!-- LightGBM -->
224 <xml name="feature_fraction" token_help="LightGBM will randomly select part of the features for each iteration (tree) if feature_fraction is smaller than 1.0. For example, if you set it to 0.8, LightGBM will select 80% of features before training each tree.">
225 <param argument="feature_fraction" type="float" value="1.0" label="Proportion of features to train each tree" help="@HELP@"/>
226 </xml>
227
228 <xml name="lambda_l1" token_help=" ">
229 <param argument="lambda_l1" type="float" value="0.0" label="L1 regularization" help="@HELP@"/>
230 </xml>
231
232 <xml name="lambda_l2" token_help=" ">
233 <param argument="lambda_l2" type="float" value="0.0" label="L1 regularization" help="@HELP@"/>
234 </xml>
235
236 <xml name="min_gain_to_split" token_help=" ">
237 <param argument="min_gain_to_split" type="float" value="0.0" label="Minimal gain to perform split" help="@HELP@"/>
238 </xml>
239
240 <xml name="min_child_weight" token_help="Minimal sum hessian in one leaf. It can be used to deal with over-fitting.">
241 <param argument="min_child_weight" type="float" value="0.0" label="Minimal sum hessian in one leaf" help="@HELP@"/>
242 </xml>
243
222 244
223 <!--Parameters--> 245 <!--Parameters-->
224 <xml name="tol" token_default_value="0.0" token_help_text="Early stopping heuristics based on the relative center changes. Set to default (0.0) to disable this convergence detection."> 246 <xml name="tol" token_default_value="0.0" token_help_text="Early stopping heuristics based on the relative center changes. Set to default (0.0) to disable this convergence detection.">
225 <param argument="tol" type="float" optional="true" value="@DEFAULT_VALUE@" label="Tolerance" help="@HELP_TEXT@"/> 247 <param argument="tol" type="float" optional="true" value="@DEFAULT_VALUE@" label="Tolerance" help="@HELP_TEXT@"/>
226 </xml> 248 </xml>