Question: Suppose that you modify an inductive rule-based classifier into a two-stage classifier. In the first stage, domain-specific rules are used to decide if the test

Suppose that you modify an inductive rule-based classifier into a two-stage classifier.

In the first stage, domain-specific rules are used to decide if the test instance matches these conditions. If it does, the classification is performed with the domain-specific rules. Otherwise, the second stage of the inductive rule-based classifier is used to classify the test instance. How does this modification affect the bias and the variance of the inductive rule-based classifier?

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