INFO:root:Started the Logging
INFO:root:X training loaded.
INFO:root:(129, 500, 36223)
INFO:root:y training loaded.
INFO:root:(1, 36223)
INFO:root:Setting the shapes
INFO:root:(36223, 500, 129)
INFO:root:(36223, 1)
INFO:root:Training the simple classifiers: kNN, Linear SVM, Random Forest and Naive Bayes.
INFO:root:Linear SVM
INFO:root:--- Score: 0.7054520358868185 
INFO:root:--- Runtime: 1480.9644372463226 for seconds ---
INFO:root:--- Runtime: 1700.2272758483887 seconds ---
INFO:root:Finished Logging