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New Solution for Extracting Inductive Learning Rules and their Post-Analysis
unpublished
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In this paper we present a new approach for machine learning task solution based on the new concept-the "Determinative set of rules" (DSR). We present a new inductive learning algorithm named MONSAMAX2 for finding DSR. MONSAMAX2 extracts it very effectively using some new pruning techniques. Compared to the former algorithm MONSIL it is much less labor-consuming. Also we present some ideas how to use DSR for post-analysis of rules. Keywords-machine learning; inductive learning algorithm; post-analysis of rules; determinative set of rules
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