M09 : Breast Cancer Prediction using Binary Classification Machine Learning with Python

Students Kathy Yao
School HDSB - Oakville Trafalgar High School - Oakville
Level Intermediate 9/10 - Grade 10
Group Group 7 - Engineering and Computing III
Abstract The purpose of this project is to analyze and build a model to predict breast cancer (benign or malignant) from clinical data. This is done by evaluating six different machine learning classification algorithms and four different machine learning ensemble algorithms using the accuracy metric to obtain the best model performance. This case study could play an important role in the prediction of early-stage breast cancer.