This script trains a training data that includes patient's tumor information and malignancy. And with the trained data, it classifies whether the new patient has malignant tumor or not. The packages folder has sueprvised learning models like Regularized Logistic Regression and Regularized Linear Regresssion, which can be used for other projects that include prediction (of any kind), price estimation, and so on. Even the TumorDetection.py can be used for other projects revolving around Binary Classification. More description is provided on the code itself. Two training vectors, data.csv and check.csv, is also provided.