an algorithm to interpret your black box models — Developing machine learning applications need a lot of steps. Gathering the data, doing data cleaning, exploring the data through exploratory data analysis, feature engineering, feature selection, modeling, evaluation, and interpretation. Interpretation is one of the crucial parts of developing a machine learning application. This process needs a lot of attention…