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shaypal5/deepchecks-phishing-grad-boost-model-eval.py

Created January 16, 2022 21:06
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Deepchecks Phishing URLs Example: Gradient Boosting Model Evaluation
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deepchecks-phishing-grad-boost-model-eval.py
from sklearn.ensemble import GradientBoostingClassifier
model = GradientBoostingClassifier(n_estimators=250, random_state=SEED, max_depth=20, subsample=0.8 , loss='exponential')
model.fit(train_X, train_y)
msuite.run(model=model, train_dataset=ds_train, test_dataset=ds_test)
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