diff lightgbm.xml @ 9:364234f65507 draft

planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 9981e25b00de29ed881b2229a173a8c812ded9bb

--- a/lightgbm.xml	Thu Aug 11 09:22:41 2022 +0000
+++ b/lightgbm.xml	Wed Aug 09 13:28:32 2023 +0000
@@ -1,10 +1,10 @@
-<tool id="sklearn_lightgbm" name="LightGBM" version="@VERSION@" profile="20.05">
+<tool id="sklearn_lightgbm" name="LightGBM" version="@VERSION@" profile="@PROFILE@">
     <description>- train and apply LightGBM models</description>
     <macros>
         <import>main_macros.xml</import>
     </macros>
     <expand macro="python_requirements">
-        <requirement type="package" version="2.3.0">lightgbm</requirement>
+        <requirement type="package" version="3.3.5">lightgbm</requirement>
     </expand>
     <expand macro="macro_stdio" />
     <version_command>echo "@VERSION@"</version_command>
@@ -148,12 +148,12 @@
             <param name="selected_task" value="train" />
             <param name="selected_algorithm" value="LightGBMRegressor" />
             <param name="objective" value="l2" />
-            <param name="n_estimators" value="10000" />
+            <param name="n_estimators" value="100" />
             <param name="learning_rate" value="0.02" />
-            <param name="max_leaf_nodes" value="32" />
+            <param name="max_leaf_nodes" value="4" />
             <param name="feature_fraction" value="0.9" />
             <param name="subsample" value="0.9" />
-            <param name="max_depth" value="8" />
+            <param name="max_depth" value="4" />
             <param name="lambda_l1" value="0.04" />
             <param name="lambda_l2" value="0.07" />
             <param name="min_gain_to_split" value="0.02" />