Hands-On Artificial Intelligence for Cybersecurity

The GradientBoostingClassifier report

The classification report for the GradientBoostingClassifier metrics is shown in the following code:

print('classification report')print(metrics.classification_report(ytest, y_pred))print("Accuracy is :")print(metrics.accuracy_score(ytest, y_pred))print('Area under the curve : %f' % (metrics.roc_auc_score(ytest, y_pred)))classification report             precision    recall  f1-score   support          0       1.00      1.00      1.00     17030          1       0.74      0.70      0.72        33avg / total       1.00      1.00      1.00     17063Accuracy is : 0.998945085858Area under the curve : 0.848250