Create models/model.py
Browse files- models/model.py +16 -0
models/model.py
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from sklearn.ensemble import RandomForestClassifier
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def train_model(X_train, y_train):
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"""
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Train a Random Forest Classifier.
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Args:
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X_train (pd.DataFrame): Training features.
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y_train (pd.Series): Training labels.
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Returns:
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model: Trained Random Forest model.
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"""
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model = RandomForestClassifier(random_state=42)
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model.fit(X_train, y_train)
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return model
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