From a1e521283bc80d3b859161148eb431adfa5195e8 Mon Sep 17 00:00:00 2001 From: Qian Cao Date: Wed, 11 Dec 2024 16:23:27 -0500 Subject: [PATCH] Update README.md --- README.md | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index ec81b1d..ba48aa8 100644 --- a/README.md +++ b/README.md @@ -2,7 +2,8 @@ ![Docs](https://readthedocs.org/projects/calzone-docs/badge/) [![PyPI version](https://badge.fury.io/py/calzone-tool.svg)](https://badge.fury.io/py/calzone-tool) -`calzone` is a comprehensive Python package for calculating and visualizing various metrics to assess the calibration of probabilistic models. +`calzone` is a comprehensive Python package for calculating and visualizing various metrics for assessing the calibration of models with probabilistic output. + To accurately assess the calibration of machine learning models, it is essential to have a comprehensive and reprensative dataset with sufficient coverage of the prediction space. The calibration metrics is not meaningful if the dataset is not representative of true intended population.