Validation set similarity increases leakage risk — ARCADIA Knowledge Graph

ReasoningCheckpoint·arcadia

Validation set similarity increases leakage risk

Higher sequence similarity between validation and training sets increases the chance of data leakage, leading to overly optimistic performance estimates.

Confidence
85%
◑partialactive

Part of Chain

Data leakage and training data bias impact model performance