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  1. UK Employment Target: emp

    Quality 94.41% on 206 rows the model never saw. Employment and wages in UK (1976-1984).

  2. Engine Horsepower Target: class

    Quality 64.51% on 40 rows the model never saw. Predicting horsepower of automobiles from other technical specifications.

  3. Concrete Compressive Strength Target: Concrete compressive strength(MPa, megapascals)

    Quality 78.68% on 206 rows the model never saw. 1,030 laboratory concrete mixes with their composition (cement, blast furnace slag, fly ash, water…

  4. Auto Insurance Price Target: target

    Quality 80.13% on 40 rows the model never saw. This dataset comes from a 1985 auto imports dataset, which was combined.

  5. New York Air Quality Target: Ozone

    Quality 35.16% on 21 rows the model never saw. Daily ozone, wind, and temperature measurements in New York, summer 1973.

  6. Nikuradse Pipe Flow (Rough) Target: Resistance factor in Prandtl form

    Quality 97.54% on 72 rows the model never saw. Nikuradse's 1933 measurements of flow resistance in sand-roughened pipes: 362 rows of the roughness Reynolds…

  7. Galaxy Measurements Target: target

    Quality 94.07% on 65 rows the model never saw. Galaxy-related quantities curated from the visualization datasets.

  8. Scottish Hill Races Target: time

    Quality 66.37% on 10 rows the model never saw. Record times for Scottish hill races.

  9. Gasoline Demand Target: lgaspcar

    Quality 88.31% on 68 rows the model never saw. Per-capita gasoline consumption across countries and time.

  10. US Colleges Target: Grad.Rate

    Quality 27.98% on 155 rows the model never saw. Statistics for US colleges (1995).

  11. Cigarette Pricing Target: packpc

    Quality 39.57% on 106 rows the model never saw. State-level cigarette taxes and consumption over time.

  12. Barley Yield Target: yield

    Quality 5.91% on 24 rows the model never saw. Barley yield data from Minnesota (1931-1932).

  13. Australian Athletes Target: hg

    Quality 92.33% on 40 rows the model never saw. Blood and body measurements of 202 elite Australian athletes.

  14. House Prices (PMLB 16-feature) Target: target

    Quality 1.06% on 2000 rows the model never saw. A regression benchmark on the theme of house prices (22784 rows × 16 features).

  15. Environmental Data Vis Target: target

    Quality 32.76% on 22 rows the model never saw. Environmental-measurement dataset curated for visualisation practice.

  16. LA Traffic Accident Data Target: target

    Quality 43.9% on 102 rows the model never saw. Los Angeles traffic accidents from the rmftsa R package.

  17. Rabe-Hesketh Dataset 266 Target: target

    Quality 42.4% on 24 rows the model never saw. Classroom-size and math-achievement study (Rabe-Hesketh, Example 266).

  18. California House Prices Target: target

    Quality 46.03% on 2000 rows the model never saw. California home median values from nine demographic inputs.

  19. Oslo NO2 Air Pollution Target: target

    Quality 46.57% on 100 rows the model never saw. Nitrogen-dioxide concentrations in Oslo modelled from traffic and weather.

  20. Daily Wind Speed Target: target

    Quality 63.89% on 1315 rows the model never saw. Daily average wind speed at Irish meteorological stations.

  21. Oslo PM10 Air Pollution Target: target

    Quality 0.23% on 100 rows the model never saw. Hourly PM10 particulate levels in Oslo modelled from traffic and weather.

  22. House Prices (PMLB 8-feature) Target: target

    Quality 30.2% on 2000 rows the model never saw. A regression benchmark on the theme of house prices (22784 rows × 8 features).

  23. Cloud-seeding Experiment Target: target

    Quality 52.86% on 22 rows the model never saw. Rainfall effect of cloud seeding across meteorological conditions.

  24. US Crime Rates Target: target

    Quality 40.82% on 10 rows the model never saw. Crime statistics across US communities.

  25. Phenetyl QSAR Target: oz111

    Quality 14.23% on 10 rows the model never saw. Drug activity of phenetylamines modelled from 110 molecular descriptors (22 samples).

  26. Labour Strike Days Target: strike_volume

    Quality 26.26% on 125 rows the model never saw. Days lost to strikes across industries and countries, modelled from economic indicators.

  27. Election Spatial Data Target: ln(VOTES/POP)

    Quality 37.15% on 621 rows the model never saw. US county-level voting-turnout data with spatial-coordinate covariates.

  28. Polyaromatic Hydrocarbons Target: oz113

    Quality 77.19% on 16 rows the model never saw. A QSAR study of 80 PAH compounds described by 112 molecular descriptors.

  29. Primary Biliary Cirrhosis (OpenML) Target: class

    Quality 29.38% on 84 rows the model never saw. Survival in liver-disease patients from Mayo Clinic longitudinal study.

  30. U.S. Employment Trends Target: employed

    Quality 70.53% on 8 rows the model never saw. Classic macroeconomic time-series: U.S. employment modelled from GNP, deflator, and population.

  31. Human Development Index Target: hdi

    UN Human Development Index predicted from life expectancy, education, and income.

  32. F-16 Elevator Δ-Command Target: Se

    Quality 42.63% on 1903 rows the model never saw. Elevator command change for an F-16 simulator predicted from state attributes.

  33. 1985 Wage Earners Target: WAGE

    Quality 6.88% on 107 rows the model never saw. Hourly wage of U.S. workers in 1985 predicted from demographic and job attributes.

  34. Carbolene QSAR Target: oz1143

    Quality 0.57% on 10 rows the model never saw. Activity of carbolene drug compounds modelled from 1142 molecular descriptors.

  35. Batter Salaries Target: 1987_annual_salary_on_opening_day_in_thousands_of_dollars

    Quality 37.08% on 51 rows the model never saw. 1987 major-league baseball hitter salaries predicted from career and season performance.

  36. Engine Horsepower (refined) Target: class

    Quality 82.79% on 40 rows the model never saw. Predicting horsepower of automobiles from other technical specifications.

  37. Home Gas & Insulation Target: Gas

    Quality 66.26% on 11 rows the model never saw. Weekly gas consumption at one UK home before and after cavity-wall insulation.

  38. Mid-Atlantic Wages Target: wage

    Quality 7.38% on 600 rows the model never saw. Wages of men in the Mid-Atlantic U.S. region, from the ISLR textbook.

  39. Black Cherry Trees Target: Volume

    Quality 75.55% on 10 rows the model never saw. Volume of black cherry trees from girth and height measurements (31 samples).

  40. Cygnus OB Star Photometry Target: log.light

    Quality 44.29% on 10 rows the model never saw. Photometric measurements of Cygnus OB1 association stars.

  41. Chem Firm R&D Spend Target: rdintens

    R&D spending of chemistry firms modelled from sales and profit.

  42. Petroleum Rock Samples Target: perm

    Quality 26.32% on 10 rows the model never saw. Permeability of petroleum reservoir rock samples from four pore-image features.

  43. Vapor Pressure Target: pressure

    Vapor pressure of mercury at different temperatures.

  44. Northern Ireland Hill Races Target: time

    Quality 91.28% on 10 rows the model never saw. Record times for Northern Ireland hill races.

  45. Motorcycle Crash (MASS::mcycle) Target: accel

    Quality 60.84% on 27 rows the model never saw. Head acceleration in motorcycle crash simulation.

  46. Industry Production Target: va

    Quality 94.52% on 10 rows the model never saw. Labour and capital input for value-added output in a Cobb–Douglas study.

  47. Aerospace Stock Prices Target: company10

    Quality 65.96% on 190 rows the model never saw. Daily stock prices of ten aerospace companies 1988–1991.

  48. Vinnie Benchmark Target: target

    Quality 67.86% on 76 rows the model never saw. A two-variable non-linear PMLB regression benchmark.