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UCI Machine Learning Repository
Habitat descriptors and amphibian occurrence labels for inspecting ecological prediction.
Investigate How stable are amphibian occurrence predictions under location-aware evaluation and classwise reporting?
Executable Science local pilot drafts
Enumerate every balanced assignment for two groups of four observations and compare the exact two-sided randomization p-value with a sampled estimate.
Investigate Can a Monte Carlo permutation implementation be checked against a fully enumerated finite reference?
UCI Machine Learning Repository
Metallurgical process attributes for examining material-category prediction with incomplete fields.
Investigate How sensitive is annealing classification to train-only missing-value handling?
UCI Machine Learning Repository
Acoustic feature vectors from frog calls for studying hierarchical species identification.
Investigate How does frog-call classification change when recordings are grouped before splitting?
UCI Machine Learning Repository
Chemical descriptors and bee-toxicity labels for preparing an ecotoxicology evaluation protocol.
Investigate How does bee-toxicity classification change when related chemical structures are grouped before splitting?
UCI Machine Learning Repository
Truck-system measurements and failure labels for investigating sparse industrial faults.
Investigate How does an APS failure baseline trade missed faults against false alarms under a frozen cost rule?
Upstream project repository
Volatility modeling, time-series tests, and resampling tools for econometric analysis.
Investigate How do fitted conditional variances compare with known synthetic GARCH trajectories at a fixed sample size?
Upstream project repository
Diagnostics, summaries, and visualization support for Bayesian inference results.
Investigate Which diagnostics distinguish deliberately separated chains from independently generated draws of the same target?
UCI Machine Learning Repository
Auction-verification workload descriptors for examining computational cost prediction.
Investigate How well can a bounded runtime model predict withheld auction configuration families?
UCI Machine Learning Repository
Vehicle specifications and fuel-use observations for auditing small regression benchmarks.
Investigate Does a model-year holdout change fuel-economy error relative to a random split?
UCI Machine Learning Repository
Generated learning problems for examining how benchmark construction affects classifier comparisons.
Investigate How consistent are simple classifier rankings across a fixed selection of AutoUniv problem settings?
UCI Machine Learning Repository
Wireless localization simulation descriptors for examining error prediction across configurations.
Investigate How does localization-error prediction change when network configuration families are withheld?
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