Python, Data Science, Machine Learning, Technology, Finance.
prob_true_uncalibrated, prob_pred_uncalibrated = calibration_curve(y_val, prob_pos_val, n_bins=n_bins) calibrated_svc_sigmoid = CalibratedClassifierCV(svc, method='sigmoid', cv= 5) calibrated_svc_sigmoid.fit(X_val, y_val) prob_pos_val_sigmoid = calibrated_svc_sigmoid.predict_proba(X_val)[:, 1]