Cancer Diagnosis

Breast Cancer Wisconsin (Diagnostic) Data Set

In this personal project, the main purpose is classifying benign or malignant of breast tissues

Brief Overview

1. Data preprocessing and data visualization
2. Linear regression
3. Classification by using K-nearest neighbor (KNN) and Support Vector Machines (SVM)
4. Model Evaluation

All of the steps of brief overview are done on Google Colab
Website for interactive visualization here

The sample of interactive visualization

Linear regression visualization

Confusion matrix visualization