yitingliii
commited on
Create svm.py
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svm.py
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```python
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from sklearn.svm import SVC
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svm_model = SVC(kernel='linear', random_state=42)
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svm_model.fit(X_train_tfidf, y_train)
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y_pred = svm_model.predict(X_test_tfidf)
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accuracy = accuracy_score(y_test, y_pred)
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print(f"Random Forest Accuracy: {accuracy:.4f}")
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print(classification_report(y_test, y_pred))
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```
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