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| smt = SMOTE() | |
| X_smote, y_smote = smt.fit_resample(X, y) | |
| plt.figure(figsize=(12, 8)) | |
| plt.title('Repartition after SMOTE') | |
| plt.scatter(X_smote[y_smote==1][:, 0], X_smote[y_smote==1][:, 1], label='class 1') | |
| plt.scatter(X_smote[y_smote==0][:, 0], X_smote[y_smote==0][:, 1], label='class 0') | |
| plt.legend() | |
| plt.grid(False) | |
| plt.show() |
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