How to Convince Your Boss to Trust Your ML/DL Models

Machine learning model interpretability using LIME, or how to explain why a model made a specific prediction

Accuracy vs Explainability (Image by author)

Introduction

Some company managers or stakeholders are pessimistic about machine learning model predictions. Therefore, it is data scientists’ reasonability to…