Cross-Validation

Tool / ProductMentioned in 1 video

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.

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.