Explainable AI Recipes: Implement Solutions to Model Explainability and Interpretability with Python

© The Author(s), under exclusive license to APress Media, LLC, part of Springer Nature 2023

P. MishraExplainable AI Recipes https://doi.org/10.1007/978-1-4842-9029-3_1

1. Introducing Explainability and Setting Up Your Development Environment

Pradeepta Mishra¹  

(1)

Bangalore, Karnataka, India

 

Industries in which artificial intelligence has been applied include banking, financial services, insurance, healthcare, manufacturing, retail, and pharmaceutical. There are regulatory requirements in some of these industries where model explainability is required. Artificial intelligence involves classifying objects, recognizing objects to detect fraud, and so forth. Every learning system requires three things: input data, processing, and an output. If the performance ...