18 lines
737 B
Plaintext
18 lines
737 B
Plaintext
<frame title="CrossValidation">
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<list>
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<e>Learned from DMC: Crossvalidation is important</e>
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<e>Rarely found in Anomaly Detection, why?</e>
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<e>A bit more complicated (not all samples are equal), but no reason why not</e>
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<e>->So I implemented it into yano</e>
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<l2st>
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<e>folding only on normal data</e>
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<e>How to handle anomalies?</e>
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<e>If not folding them, cross-validation less useful</e>
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<e>if folding them, often rare anomalies even more rare</e>
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<e>->test set always 50\% anomalous</e>
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<e>->Also improves simple evaluation metrics (accuracy)</e>
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</l2st>
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<e>Do you know a reason why Cross Validation is not common in AD?</e>
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<e>Are there Problems with the way I fold my Anomalies?</e>
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</list>
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</frame> |