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Merged
merged 2 commits into from
Sep 23, 2023
Merged

Update xgboost_regressor.py #9078

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8253b5c
Update xgboost_regressor.py
rohan472000 Sep 23, 2023
7e54e52
[pre-commit.ci] auto fixes from pre-commit.com hooks
pre-commit-ci[bot] Sep 23, 2023
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4 changes: 3 additions & 1 deletion machine_learning/xgboost_regressor.py
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Original file line number Diff line number Diff line change
Expand Up @@ -27,7 +27,9 @@ def xgboost(
... 1.14300000e+03, 2.60958904e+00, 3.67800000e+01, -1.19780000e+02]]))
array([[1.1139996]], dtype=float32)
"""
xgb = XGBRegressor(verbosity=0, random_state=42)
xgb = XGBRegressor(
verbosity=0, random_state=42, tree_method="exact", base_score=0.5
)
xgb.fit(features, target)
# Predict target for test data
predictions = xgb.predict(test_features)
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