/machine-learning-methods-apply-on-wisc-dataset

Machine Learning Methods apply on Breast Cancer Wisconsin (Original) Data Set.

Primary LanguageJupyter Notebook

ML Methods apply on Breast Cancer Wisconsin (Original) Data Set

First of all install prerequisites with pip install -r requirements.txt then you can see experiments in notebook.ipynb.

Report

Methods Best Accuracy
Decision Tree Classifier 0.9523809523809523
Gaussian Naive Bayes Classifier 0.9714285714285714
Random Forest Classifier 0.9857142857142858
Quadratic Discriminant Analysis 0.9523809523809523
Linear Discriminant Analysis 0.9476190476190476