Learning Monotone Log-Term DNF Formulas under the Uniform Distribution
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Based on the uniform distribution PAC learning model, the learnability for the class of monotone disjunctive normal form formulas with at most O (log n ) terms, denoted O (log n )-term MDNF, is investigated. Using the technique of restriction, an algorithm that learns O (log n )-term MDNF by examples in polynomial time is given.
KeywordsUniform Distribution Normal Form Polynomial Time Learning Model Disjunctive Normal Form
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