Better default for random forests

AnotherSamWilson · Jul 27, 2024 · 2fde147 · 2fde147
1 parent aac70c7
commit 2fde147
Showing 1 changed file with 1 addition and 1 deletion.
diff --git a/miceforest/default_lightgbm_parameters.py b/miceforest/default_lightgbm_parameters.py
@@ -26,7 +26,7 @@
     "max_depth": 8,
     "num_leaves": 128,
     "min_data_in_leaf": 1,
-    "min_sum_hessian_in_leaf": 0.1,
+    "min_sum_hessian_in_leaf": 0.01,
     "min_gain_to_split": 0.0,
     "bagging_fraction": 0.632,
     "feature_fraction_bynode": 0.632,