text_plain_output_4.png text_plain_output_3.png text_plain_output_2.png application_vnd.jupyter.stderr_output_1.png image_output_2.png image_output_1.png
hog_classifier = svm.SVC(kernel='rbf', gamma=1.5, C=0.3)
hog_classifier.fit(X_train, y_train)