confusion_viz

Interactive visualization of the output of any binary classifier.

Reference

Towards Data Science: Interactive visualization of the output of any binary classifier - in 5 Lines of Python

How to install

confusion_viz can be installed in your local environment via:

!pip install git+https://github.com/smazzanti/confusion_viz

How to use

The package consists of one class called ConfusionViz. Here is a snippet containing basically everything you need to know:

from confusion_viz import ConfusionViz
conf_viz = ConfusionViz()
conf_viz.fit(y_true, probas_pred)
conf_viz.show()    # shows plot in notebook mode
conf_viz.to_html('confusion_viz.html')    # stores plot as a html file