1 Introduction

2 Needs for Interpretable Models

3 Interpretable, Explainable, and Comprehensible Models

4 Open The Black Box Problems

5 Problem And Explanator Based Classification

6 Solving the Black Box Model Explanation Problem

7 Solving the Black Box Outcome Explanation Problem

8 Solving the Black Box Inspection Problem

9 Solving the Transparent Box Design Problem

10 Conclusion