Python, Data Science, Machine Learning, Technology, Finance.
calibrated_svc_isotonic = CalibratedClassifierCV(svc, method='isotonic', cv=5) calibrated_svc_isotonic.fit(X_val, y_val) prob_pos_val_isotonic = calibrated_svc_isotonic.predict_proba(X_val)[:, 1] prob_true_sigmoid, prob_pred_sigmoid = calibration_curve(y_val, prob_pos_val_sigmoid, n_bins=n_bins)