Machine learning and data mining techniques have great potential in automatic decision making. Despite the success in deploying these techniques, many end-users do not understand how the decisions are made. Thus it is important to study the explainability of machine learning models.

Research and describe two different methods to explain the predictions of machine learning models and justify why you think they are interpretable in your own words.

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