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Create models/model.py

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  1. models/model.py +16 -0
models/model.py ADDED
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+ from sklearn.ensemble import RandomForestClassifier
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+
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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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+
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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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+
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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