Why should we trust models?
Machine learning models are becoming popular at a huge rate currently. They are now being used to solve various problems in various fields. At this point of increasing popularity and consequently, importance in our daily lives, there is a silent hazard, that is also very important to take care of now: the interpretability of the machine learning model.
In recent times, we have seen how image processing is used in security sectors and health sectors, regression, and classification models are used in stock markets and investment sectors. If we observe closely, we are depending on machine learning to make essential decisions that will affect us for sure. So, the question arises, why should we trust models?

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A Guide To Interpretable Machine Learning- 1
1.60 GEEK