The Classification Problem

DEMAND-DRIVEN ASSOCIATIVE CLASSIFICATION（2011）

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摘要

We present the classification problem, starting with definitions and notations that are necessary to ground posterior discussions. Then, we discuss the Probably Approximately Correct learning framework, and some function approximation strategies.

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关键词

Generalization,PAC-learning,Sample complexity,Classification efficiency,Empirical risk minimization,Structural risk minimization

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