entity · derived

Adaptive data analysis

2 claims across 2 works, 2017–2019.

Derived node: assembled mechanically from the claims carrying adaptive-data-analysis. A roster, not an adjudicated definition.

Every claim under this term

• 2998033-021 2017 failure: Repeated use of the same dataset by data scientists creates an overfitting risk: the training model fits the test set so closely that its performance on a different dataset degrades.
• 3409548-009 2019 failure: Repeated use of the same data set by data scientists creates an overfitting risk: the training model overfits the test set, which limits the performance of the applied model on a different dataset.

json · markdown · entity index