Contamination Map Methodology

Tabular / Dataset

heloc

binary task, 10459 rows, 24 features (TabArena-v0.1 curated metadata).

Also known as
OpenML 46932, OpenML task 363676
Domain
finance
License
Public
Homepage
www.openml.org

Exposure by model

BenchmarkModelLevelReason
TabArena LimiX-2 Not seen absent from the complete list of training data
TabArena LimiX Not seen absent from the complete list of training data
TabArena Mitra Not seen absent from the complete list of training data
TabArena Mitra-v2 Not seen absent from the complete list of training data
TabArena Real-TabPFN-2.5 Not seen the authors state the dataset was excluded from training
TabArena Real-TabPFN Unknown training data not disclosed in enough detail
TabArena TabDPT-Turbo (TabDPT v1.2) Not seen the authors state the dataset was excluded from training
TabArena TabDPT v1.3 Unknown training data not disclosed in enough detail
TabArena TabDPT Seen, split unclear the dataset was used; the source does not say which part
TabArena TabICL v1.1 Not seen absent from the complete list of training data
TabArena TabICL Not seen absent from the complete list of training data
TabArena TabICLv2 Not seen absent from the complete list of training data
TabArena TabPFN-2.5 Not seen absent from the complete list of training data
TabArena TabPFN-2.6 Not seen absent from the complete list of training data
TabArena TabPFN-3.5 Not seen absent from the complete list of training data
TabArena TabPFN-3 Not seen absent from the complete list of training data
TabArena TabPFN v2 Not seen absent from the complete list of training data

Notes

TabArena re-upload on OpenML (dataset 46932, task 363676). Original source per TabArena metadata: Kaggle (https://www.kaggle.com/datasets/averkiyoliabev/home-equity-line-of-creditheloc).

Sources