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#software testing Dataset Open access Oct 2026

Frozen crop-yield experiment artifacts: training-coverage and trend-estimator extension

Version 0.2.0 in the original crop-yield dataset series provides the additional training-coverage, parameter-sensitivity and trend-estimator experiments for Training coverage and trend estimation jointly shape county-level crop-yield prediction. It contains the processed four-panel county-yield input and feature manife...

Siyu Cai · 0 citations
#software testing Open access Sep 2026

RUL Evaluation Audit: Corrective Benchmark Code and Sensitivity Checks

Corrective evidence for Training adequacy and evaluation populations in remaining useful life benchmarks: 96 primary fits, two numerical-scale diagnostics and nine additional budget checks. All original prediction prefixes were reproduced exactly and every extended fit stopped by validation patience before the threefol...

Siyu Cai · 0 citations
#software testing Dataset Open access Sep 2026

Class-imbalance remedies for tabular foundation models: historical and supplementary probabilities and experiment records

Version 2.0.0 provides two separate collections of 8,600 persisted probability files each, covering historical and supplementary experiments on the same 43 binary tasks and five seeds. Each NPZ contains validation/test probabilities and aligned binary labels (p_val, p_test, y_val, y_test). No raw feature tables or mode...

Siyu Cai · 0 citations
#software testing Dataset Open access Sep 2026

Class-imbalance remedies for tabular foundation models: historical and supplementary probabilities and experiment records

Version 2.0.0 provides two separate collections of 8,600 persisted probability files each, covering historical and supplementary experiments on the same 43 binary tasks and five seeds. Each NPZ contains validation/test probabilities and aligned binary labels (p_val, p_test, y_val, y_test). No raw feature tables or mode...

Siyu Cai · 0 citations

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