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authorDaniel Friesel <daniel.friesel@uos.de>2022-01-21 10:58:40 +0100
committerDaniel Friesel <daniel.friesel@uos.de>2022-01-21 10:58:40 +0100
commit24c253ed6453b9f49ebe03a49d6adf32f86f0b23 (patch)
treee81b4a2c599d35ea960a60faf6a3c5ad8c36e76f /lib
parent9955d6a859616fcc80fb7eea0134c375bcb1330f (diff)
parameters: fix xgb model dump
Diffstat (limited to 'lib')
-rw-r--r--lib/parameters.py5
1 files changed, 3 insertions, 2 deletions
diff --git a/lib/parameters.py b/lib/parameters.py
index 50fefbe..49d7d1f 100644
--- a/lib/parameters.py
+++ b/lib/parameters.py
@@ -947,7 +947,6 @@ class ModelAttribute:
xgb = xgboost.XGBRegressor(
n_estimators=int(os.getenv("DFATOOL_XGB_N_ESTIMATORS", "100")),
max_depth=int(os.getenv("DFATOOL_XGB_MAX_DEPTH", "10")),
- learning_rate=0.2,
subsample=0.7,
gamma=0.01,
reg_alpha=0.0006,
@@ -967,7 +966,9 @@ class ModelAttribute:
)
output_filename = os.getenv("DFATOOL_XGB_DUMP_MODEL", None)
if output_filename:
- xgb.dump_model(output_filename, dump_format="json", with_stats=True)
+ xgb.get_booster().dump_model(
+ output_filename, dump_format="json", with_stats=True
+ )
return
if loss_ignore_scalar and not with_function_leaves: