Reduce number of trees in RF regressors

Reduced to 150 to 50 trees, physics performance is not impacted, while memory needs will decrease (and speed increase)
cta-observatory · Oct 1, 2024 · 8d11d8a · 8d11d8a
1 parent deeb63f
commit 8d11d8a
Showing 1 changed file with 2 additions and 2 deletions.
diff --git a/lstchain/data/lstchain_standard_config.json b/lstchain/data/lstchain_standard_config.json
@@ -73,7 +73,7 @@
     "max_depth": 30,
     "min_samples_leaf": 10,
     "n_jobs": -1,
-    "n_estimators": 150,
+    "n_estimators": 50,
     "bootstrap": true,
     "criterion": "squared_error",
     "max_features": 1.0,
@@ -90,7 +90,7 @@
     "max_depth": 30,
     "min_samples_leaf": 10,
     "n_jobs": -1,
-    "n_estimators": 150,
+    "n_estimators": 50,
     "bootstrap": true,
     "criterion": "squared_error",
     "max_features": 1.0,