Boolean algebra helps address the limitations of black-box machine learning algorithms. It provides clarity on the inner workings of models while maintaining accuracy. Algorithms like decision trees ...
This chapter begins with the underlying concepts of crisp logic, deals with the definition of an algebra or algebraic system and reviews the fundamentals of Boolean algebra. It argues that the entries ...
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