Paired t-test to evaluate Machine Learning classifiers

Learn how to compare classifiers using hypothesis testing

Introduction

In my last article I talked about the importance of properly comparing different models using statistical tools, in order to choose the best model during the selection phase.

In this article I want to focus on one statistical test in particular that as a data scientist or machine learning engineer you need to know. You can use this test in order to determine whether there is a statistically …

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