Table 1 Standard inbuilt R datasets and along with corresponding packages used for app testing.
Dataset Name | Target Variable | Package | Description |
|---|---|---|---|
BostonHousing | medv (house price) | mlbench | Boston housing prices |
Pine | Volume | ImNN | Predicting Volume of Forest Trees |
Fruit | Fruit Yield | Imneuron | AI powered neural network solutions for regression tasks |
mtcars | mpg (miles/gal) | datasets | Car performance data |
airquality | Ozone | datasets | Daily air quality measurements |
longley | Employed | datasets | U.S. macroeconomic data |
trees | Volume | datasets | Tree measurements |
Prestige | income | carData | Canadian occupational prestige data |
LifeCycleSavings | sr (savings rate) | datasets | Economic data on savings |
prostate | lpsa | ElemStatLearn | Prostate cancer data |
wine | quality | rpart, UCI ML | Wine quality ratings |
bodyfat | bodyfat | TH.data | Body fat percentage data |
swiss | Fertility | datasets | Swiss demographic data |
College | Outstate | ISLR | US college tuition fees |
Hitters | Salary | ISLR | Baseball player stats |
Auto | mpg | ISLR | Automobile data |
Concrete | Strength | AppliedPredictiveModeling | Concrete compressive strength |
Tecator | Fat | pls | Meat spectroscopy data |
CO2 | uptake | datasets | CO2 uptake in grass plants |
ozone | Ozone | mlbench | Ozone level data |
abalone | Rings | mlbench | Age prediction based on physical measurements |
