A model that predicts miles per gallon for a series of older automobiles, based on other information about the car, such as acceleration and horsepower. Taken from the UCI machine learning repository at http://archive.ics.uci.edu/ml/datasets/Auto+MPG.
Concrete's compressive strength is a nonlinear function of age and ingredients. These ingredients include cement, blast furnace slag, fly ash, water, superplasticizer, coarse aggregate, and fine aggregate. This data has been made public by Prof. I-Cheng Yeh at Chung-Hua University in Taiwan.
Car origin based on other 7 car variables:
MPG (miles per gallon), # cylinders, engine displacement (cu. inches), horsepower, vehicle weight (lbs.), time to accelerate from O to 60 mph (sec.), model year (modulo 100).
Source: mldata.org
Predict the auction sale price for a piece of heavy equipment to create a "blue book" for bulldozers.
The goal of the contest is to predict the sale price of a particular piece of heavy equiment at auction based on it's usage, equipment type, and configuaration. The data is sourced from auction result postings and includes information on usage and equipment configurations.
These data give air pollution and related values for 41 U.S. cities and were collected from U.S. government publications. The data are means over the years 1969-1971.
City: City
SO2: Sulfur dioxide content of air in micrograms per cubic meter
Temperature: Average annual temperature in degrees Fahrenheit
Enterprises: Number of manufacturing enterprises employing 20 or more workers
Population: Population size in thousands from the 1970 census
Wind speed: Average annual wind speed in miles per hour
Rain: Average annual precipitation in inches
Rain Days: Average number of days with precipitation per year
These data give air pollution and related values for 41 U.S. cities and were collected from U.S. government publications. The data are means over the years 1969-1971.
City: City
SO2: Sulfur dioxide content of air in micrograms per cubic meter
Temperature: Average annual temperature in degrees Fahrenheit
Enterprises: Number of manufacturing enterprises employing 20 or more workers
Population: Population size in thousands from the 1970 census
Wind speed: Average annual wind speed in miles per hour
Rain: Average annual precipitation in inches
Rain Days: Average number of days with precipitation per year
