This project implements supervised ML method called support vector machines (SVM), using GUI. The user selects the training data, and trains the model using the GUI. The user selects the test data, using the GUI. The program generate the accuracy rate, error percentage, recall etc. The user can enter his email credentials and recipient and send the data using the GUI.