[KongchangAI]
Concept负采样

Negative Sampling

A technique for filtering negative samples or adjusting sampling strategies during training, used to balance data distributions or prevent the model from learning data biases.

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Oct 19

Negative sampling by data source is necessary; otherwise the model exploits dataset shortcuts to produce a spurious AUC of 1.000.

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