Higher validation set similarity increases data leakage

Association·arcadia

Model performance increases with more similarity between validation and training sets indicating data leakage

Confidence

90%

active

“Model performance better for validation sets with higher similarity to training data due to data leakage”

Validation set sequence similarity increases Data leakage

Higher validation set similarity increases data leakage — ARCADIA Knowledge Graph