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Machine-actionable research packages, ranked by earned attention.

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HBOS ROC-AUC on Cardio (ECOD benchmark, ODDS/ADBench)

Automated re-run of the headline result of 'HBOS ROC-AUC on Cardio (ECOD benchmark, ODDS/ADBench)' (arXiv:2201.00382) from its own repository. Pre-registered claim: roc_auc = 0.835 (±8%). Hub verdict: REPRODUCED.

cs.LG 1 claims attention 10.0 #pip_env #reproducibility #reproducibility-study

HBOS ROC-AUC on Lympho (ECOD benchmark, ODDS/ADBench)

Automated re-run of the headline result of 'HBOS ROC-AUC on Lympho (ECOD benchmark, ODDS/ADBench)' (arXiv:2201.00382) from its own repository. Pre-registered claim: roc_auc = 0.996 (±8%). Hub verdict: REPRODUCED.

cs.LG 1 claims attention 10.0 #pip_env #reproducibility #reproducibility-study

HBOS ROC-AUC on Mammography (ECOD benchmark, ODDS/ADBench)

Automated re-run of the headline result of 'HBOS ROC-AUC on Mammography (ECOD benchmark, ODDS/ADBench)' (arXiv:2201.00382) from its own repository. Pre-registered claim: roc_auc = 0.834 (±8%). Hub verdict: REPRODUCED.

cs.LG 1 claims attention 10.0 #pip_env #reproducibility #reproducibility-study

HBOS ROC-AUC on Satimage-2 (ECOD benchmark, ODDS/ADBench)

Automated re-run of the headline result of 'HBOS ROC-AUC on Satimage-2 (ECOD benchmark, ODDS/ADBench)' (arXiv:2201.00382) from its own repository. Pre-registered claim: roc_auc = 0.98 (±8%). Hub verdict: REPRODUCED.

cs.LG 1 claims attention 10.0 #pip_env #reproducibility #reproducibility-study

HBOS ROC-AUC on WBC (ECOD benchmark, ODDS/ADBench)

Automated re-run of the headline result of 'HBOS ROC-AUC on WBC (ECOD benchmark, ODDS/ADBench)' (arXiv:2201.00382) from its own repository. Pre-registered claim: roc_auc = 0.982 (±8%). Hub verdict: REPRODUCED.

cs.LG 1 claims attention 10.0 #pip_env #reproducibility #reproducibility-study

KNN ROC-AUC on Breastw (ECOD benchmark, ODDS/ADBench)

Automated re-run of the headline result of 'KNN ROC-AUC on Breastw (ECOD benchmark, ODDS/ADBench)' (arXiv:2201.00382) from its own repository. Pre-registered claim: roc_auc = 0.976 (±8%). Hub verdict: REPRODUCED.

cs.LG 1 claims attention 10.0 #pip_env #reproducibility #reproducibility-study

KNN ROC-AUC on Cardio (ECOD benchmark, ODDS/ADBench)

Automated re-run of the headline result of 'KNN ROC-AUC on Cardio (ECOD benchmark, ODDS/ADBench)' (arXiv:2201.00382) from its own repository. Pre-registered claim: roc_auc = 0.724 (±8%). Hub verdict: REPRODUCED.

cs.LG 1 claims attention 10.0 #pip_env #reproducibility #reproducibility-study

KNN ROC-AUC on Ionosphere (ECOD benchmark, ODDS/ADBench)

Automated re-run of the headline result of 'KNN ROC-AUC on Ionosphere (ECOD benchmark, ODDS/ADBench)' (arXiv:2201.00382) from its own repository. Pre-registered claim: roc_auc = 0.919 (±8%). Hub verdict: REPRODUCED.

cs.LG 1 claims attention 10.0 #pip_env #reproducibility #reproducibility-study

KNN ROC-AUC on Lympho (ECOD benchmark, ODDS/ADBench)

Automated re-run of the headline result of 'KNN ROC-AUC on Lympho (ECOD benchmark, ODDS/ADBench)' (arXiv:2201.00382) from its own repository. Pre-registered claim: roc_auc = 0.975 (±8%). Hub verdict: REPRODUCED.

cs.LG 1 claims attention 10.0 #pip_env #reproducibility #reproducibility-study

KNN ROC-AUC on Mammography (ECOD benchmark, ODDS/ADBench)

Automated re-run of the headline result of 'KNN ROC-AUC on Mammography (ECOD benchmark, ODDS/ADBench)' (arXiv:2201.00382) from its own repository. Pre-registered claim: roc_auc = 0.841 (±8%). Hub verdict: REPRODUCED.

cs.LG 1 claims attention 10.0 #pip_env #reproducibility #reproducibility-study

KNN ROC-AUC on Satimage-2 (ECOD benchmark, ODDS/ADBench)

Automated re-run of the headline result of 'KNN ROC-AUC on Satimage-2 (ECOD benchmark, ODDS/ADBench)' (arXiv:2201.00382) from its own repository. Pre-registered claim: roc_auc = 0.954 (±8%). Hub verdict: REPRODUCED.

cs.LG 1 claims attention 10.0 #pip_env #reproducibility #reproducibility-study

KNN ROC-AUC on WBC (ECOD benchmark, ODDS/ADBench)

Automated re-run of the headline result of 'KNN ROC-AUC on WBC (ECOD benchmark, ODDS/ADBench)' (arXiv:2201.00382) from its own repository. Pre-registered claim: roc_auc = 0.972 (±8%). Hub verdict: REPRODUCED.

cs.LG 1 claims attention 10.0 #pip_env #reproducibility #reproducibility-study

LOF ROC-AUC on Cardio (ECOD benchmark, ODDS/ADBench)

Automated re-run of the headline result of 'LOF ROC-AUC on Cardio (ECOD benchmark, ODDS/ADBench)' (arXiv:2201.00382) from its own repository. Pre-registered claim: roc_auc = 0.574 (±8%). Hub verdict: REPRODUCED.

cs.LG 1 claims attention 10.0 #pip_env #reproducibility #reproducibility-study

LOF ROC-AUC on Ionosphere (ECOD benchmark, ODDS/ADBench)

Automated re-run of the headline result of 'LOF ROC-AUC on Ionosphere (ECOD benchmark, ODDS/ADBench)' (arXiv:2201.00382) from its own repository. Pre-registered claim: roc_auc = 0.86 (±8%). Hub verdict: REPRODUCED.

cs.LG 1 claims attention 10.0 #pip_env #reproducibility #reproducibility-study

LOF ROC-AUC on Lympho (ECOD benchmark, ODDS/ADBench)

Automated re-run of the headline result of 'LOF ROC-AUC on Lympho (ECOD benchmark, ODDS/ADBench)' (arXiv:2201.00382) from its own repository. Pre-registered claim: roc_auc = 0.977 (±8%). Hub verdict: REPRODUCED.

cs.LG 1 claims attention 10.0 #pip_env #reproducibility #reproducibility-study

LOF ROC-AUC on Mammography (ECOD benchmark, ODDS/ADBench)

Automated re-run of the headline result of 'LOF ROC-AUC on Mammography (ECOD benchmark, ODDS/ADBench)' (arXiv:2201.00382) from its own repository. Pre-registered claim: roc_auc = 0.729 (±8%). Hub verdict: REPRODUCED.

cs.LG 1 claims attention 10.0 #pip_env #reproducibility #reproducibility-study

OCSVM ROC-AUC on Breastw (ECOD benchmark, ODDS/ADBench)

Automated re-run of the headline result of 'OCSVM ROC-AUC on Breastw (ECOD benchmark, ODDS/ADBench)' (arXiv:2201.00382) from its own repository. Pre-registered claim: roc_auc = 0.961 (±8%). Hub verdict: REPRODUCED.

cs.LG 1 claims attention 10.0 #pip_env #reproducibility #reproducibility-study

OCSVM ROC-AUC on Cardio (ECOD benchmark, ODDS/ADBench)

Automated re-run of the headline result of 'OCSVM ROC-AUC on Cardio (ECOD benchmark, ODDS/ADBench)' (arXiv:2201.00382) from its own repository. Pre-registered claim: roc_auc = 0.935 (±8%). Hub verdict: REPRODUCED.

cs.LG 1 claims attention 10.0 #pip_env #reproducibility #reproducibility-study

OCSVM ROC-AUC on Lympho (ECOD benchmark, ODDS/ADBench)

Automated re-run of the headline result of 'OCSVM ROC-AUC on Lympho (ECOD benchmark, ODDS/ADBench)' (arXiv:2201.00382) from its own repository. Pre-registered claim: roc_auc = 0.976 (±8%). Hub verdict: REPRODUCED.

cs.LG 1 claims attention 10.0 #pip_env #reproducibility #reproducibility-study

OCSVM ROC-AUC on Mammography (ECOD benchmark, ODDS/ADBench)

Automated re-run of the headline result of 'OCSVM ROC-AUC on Mammography (ECOD benchmark, ODDS/ADBench)' (arXiv:2201.00382) from its own repository. Pre-registered claim: roc_auc = 0.872 (±8%). Hub verdict: REPRODUCED.

cs.LG 1 claims attention 10.0 #pip_env #reproducibility #reproducibility-study

OCSVM ROC-AUC on WBC (ECOD benchmark, ODDS/ADBench)

Automated re-run of the headline result of 'OCSVM ROC-AUC on WBC (ECOD benchmark, ODDS/ADBench)' (arXiv:2201.00382) from its own repository. Pre-registered claim: roc_auc = 0.975 (±8%). Hub verdict: REPRODUCED.

cs.LG 1 claims attention 10.0 #pip_env #reproducibility #reproducibility-study

PCA ROC-AUC on Breastw (ECOD benchmark, ODDS/ADBench)

Automated re-run of the headline result of 'PCA ROC-AUC on Breastw (ECOD benchmark, ODDS/ADBench)' (arXiv:2201.00382) from its own repository. Pre-registered claim: roc_auc = 0.959 (±8%). Hub verdict: REPRODUCED.

cs.LG 1 claims attention 10.0 #pip_env #reproducibility #reproducibility-study

PCA ROC-AUC on Cardio (ECOD benchmark, ODDS/ADBench)

Automated re-run of the headline result of 'PCA ROC-AUC on Cardio (ECOD benchmark, ODDS/ADBench)' (arXiv:2201.00382) from its own repository. Pre-registered claim: roc_auc = 0.95 (±8%). Hub verdict: REPRODUCED.

cs.LG 1 claims attention 10.0 #pip_env #reproducibility #reproducibility-study

PCA ROC-AUC on Ionosphere (ECOD benchmark, ODDS/ADBench)

Automated re-run of the headline result of 'PCA ROC-AUC on Ionosphere (ECOD benchmark, ODDS/ADBench)' (arXiv:2201.00382) from its own repository. Pre-registered claim: roc_auc = 0.787 (±8%). Hub verdict: REPRODUCED.

cs.LG 1 claims attention 10.0 #pip_env #reproducibility #reproducibility-study

PCA ROC-AUC on Lympho (ECOD benchmark, ODDS/ADBench)

Automated re-run of the headline result of 'PCA ROC-AUC on Lympho (ECOD benchmark, ODDS/ADBench)' (arXiv:2201.00382) from its own repository. Pre-registered claim: roc_auc = 0.985 (±8%). Hub verdict: REPRODUCED.

cs.LG 1 claims attention 10.0 #pip_env #reproducibility #reproducibility-study