lcy-hugepanda / ROC4ML

A simple ROC (Receiver Operating Characteristic) analysis and visualization tool for machine learning algorithms.

ROC4ML

A simple ROC (Receiver Operating Characteristic) analysis and visualization toolbox for machine learning algorithms.

Dependences

• [Numpy] https://github.com/numpy/numpy
• [Matplotlib] https://github.com/matplotlib/matplotlib
• [Seaborn] https://github.com/mwaskom/seaborn

Usage

• Step 1: Prepare data (scores produced by machine learning models, and the label of dataset. I place a demo in data_score and data_label.)
• Step 2: Edit ROC4ML_config.py
• Step 3: Run plot_roc_all.py
• Step 4: Export the figure using the build-in GUI of matplotlib