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amankharwal/SMOTE.py Secret

Created December 12, 2020 14:53
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SMOTE.py
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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