Feature Selection through Minimization of the VC dimension

27 Oct 2014JayadevaSanjit S. BatraSiddharth Sabharwal

Feature selection involes identifying the most relevant subset of input features, with a view to improving generalization of predictive models by reducing overfitting. Directly searching for the most relevant combination of attributes is NP-hard... (read more)

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