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Machine-actionable research packages, ranked by earned attention.

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

Automated re-run of the headline result of 'OCSVM ROC-AUC on Wpbc (ECOD benchmark, ODDS/ADBench)' (arXiv:2201.00382) from its own repository. Pre-registered claim: roc_auc = 0.498 (±8%). Hub verdict: REPRODUCED.

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

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

Automated re-run of the headline result of 'PCA ROC-AUC on Cardiotocography (ECOD benchmark, ODDS/ADBench)' (arXiv:2201.00382) from its own repository. Pre-registered claim: roc_auc = 0.755 (±8%). Hub verdict: REPRODUCED.

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

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

Automated re-run of the headline result of 'PCA ROC-AUC on Hepatitis (ECOD benchmark, ODDS/ADBench)' (arXiv:2201.00382) from its own repository. Pre-registered claim: roc_auc = 0.804 (±8%). Hub verdict: REPRODUCED.

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

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

Automated re-run of the headline result of 'PCA ROC-AUC on Pima (ECOD benchmark, ODDS/ADBench)' (arXiv:2201.00382) from its own repository. Pre-registered claim: roc_auc = 0.655 (±8%). Hub verdict: REPRODUCED.

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

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

Automated re-run of the headline result of 'PCA ROC-AUC on Satellite (ECOD benchmark, ODDS/ADBench)' (arXiv:2201.00382) from its own repository. Pre-registered claim: roc_auc = 0.599 (±8%). Hub verdict: REPRODUCED.

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

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

Automated re-run of the headline result of 'PCA ROC-AUC on Spambase (ECOD benchmark, ODDS/ADBench)' (arXiv:2201.00382) from its own repository. Pre-registered claim: roc_auc = 0.555 (±8%). Hub verdict: REPRODUCED.

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

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

Automated re-run of the headline result of 'PCA ROC-AUC on Speech (ECOD benchmark, ODDS/ADBench)' (arXiv:2201.00382) from its own repository. Pre-registered claim: roc_auc = 0.45 (±8%). Hub verdict: REPRODUCED.

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

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

Automated re-run of the headline result of 'PCA ROC-AUC on Stamps (ECOD benchmark, ODDS/ADBench)' (arXiv:2201.00382) from its own repository. Pre-registered claim: roc_auc = 0.917 (±8%). Hub verdict: REPRODUCED.

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

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

Automated re-run of the headline result of 'PCA ROC-AUC on Waveform (ECOD benchmark, ODDS/ADBench)' (arXiv:2201.00382) from its own repository. Pre-registered claim: roc_auc = 0.634 (±8%). Hub verdict: REPRODUCED.

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

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

Automated re-run of the headline result of 'PCA ROC-AUC on Wdbc (ECOD benchmark, ODDS/ADBench)' (arXiv:2201.00382) from its own repository. Pre-registered claim: roc_auc = 0.929 (±8%). Hub verdict: REPRODUCED.

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

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

Automated re-run of the headline result of 'PCA ROC-AUC on Wine (ECOD benchmark, ODDS/ADBench)' (arXiv:2201.00382) from its own repository. Pre-registered claim: roc_auc = 0.801 (±8%). Hub verdict: REPRODUCED.

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

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

Automated re-run of the headline result of 'PCA ROC-AUC on Wpbc (ECOD benchmark, ODDS/ADBench)' (arXiv:2201.00382) from its own repository. Pre-registered claim: roc_auc = 0.496 (±8%). Hub verdict: REPRODUCED.

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

Darts ExponentialSmoothing — AirPassengers validation MAPE (quickstart claim)

Automated re-run of the headline result of 'Darts ExponentialSmoothing — AirPassengers validation MAPE (quickstart claim)' (arXiv:2110.03224) from its own repository. Pre-registered claim: mape_airpassengers_val = 5.11 (±30%). Hub verdict: TIMEOUT.

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

XGBoost: A Scalable Tree Boosting System — HIGGS test AUC

Automated re-run of the headline result of 'XGBoost: A Scalable Tree Boosting System — HIGGS test AUC' (arXiv:1603.02754) from its own repository. Pre-registered claim: auc = 0.84 (±5%). Hub verdict: RUN_FAILED.

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