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Reduction of search space for constructive induction using explanations
Boštjan Vouk, Matej Guid
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Oznake: explainable artificial intelligence;explanations of individual predictions;feature construction;computer science;doctoral dissertations;
Feature construction can add to the comprehensibility and performance of machine learning models. However, unfortunately it typically requires an exhaustive search in the attribute space or time-consuming human efforts to generate meaningful features. In the dissertation, this challenge is addressed ...
Leto: 2024 Vir: Fakulteta za računalništvo in informatiko (UL FRI)
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