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wibowotangara/initialize model

Created January 24, 2024 04:42
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initialize model
rfc = RandomForestClassifier(random_state=42)
rfc.fit(X_train, Y_train)
y_pred_proba = rfc.predict_proba(X_test)[:][:,1]
df_actual_predicted = pd.concat([pd.DataFrame(np.array(Y_test), columns=['y_actual']),
pd.DataFrame(y_pred_proba, columns=['y_pred_proba'])], axis=1)
df_actual_predicted.index = Y_test.index
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