def naive_bayes_metrics(x, y, x_labels, y_labels):
nb = NaiveBayes(x, y, x_labels, y_labels)
label = 'Gaussian Naive Bayes'
y_pred = nb.crossval_gaussian_navie_bayes()
nb.show_basic_metrics(y_pred, label=label)
cm = nb.plot_confusion_matrix(y_pred, label=label)
acc, f1 = nb.count_basic_metrics(y_pred)
return [[label, acc, f1, y_pred, cm]]
