Machine learning and data mining techniques have great potential in automatic decision making. Despite the success in

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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.

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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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Data Mining Concepts And Techniques

ISBN: 9780128117613

4th Edition

Authors: Jiawei Han, Jian Pei, Hanghang Tong

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