Cross-Validation

Concept

A statistical technique for evaluating how the results from a statistical analysis will generalize to an independent dataset. In security, standard cross-validation can integrate future knowledge, leading to misleading performance metrics.

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Videos Mentioning Cross-Validation

Malware and Machine Learning - Computerphile

Malware and Machine Learning - Computerphile

Computerphile

A statistical technique for evaluating how the results from a statistical analysis will generalize to an independent dataset. In security, standard cross-validation can integrate future knowledge, leading to misleading performance metrics.