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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.
This model predicts the highway Miles per Gallon performance of various '93 cars.
Data source: here
Specifications are given for 93 new car models for the 1993 year. Several measures are given to evaluate price, mpg ratings, engine size, body size, and features.
SOURCES: Consumer Reports: The 1993 Cars - Annual Auto Issue (April 1993), Yonkers, NY: Consumers Union. PACE New Car & Truck 1993 Buying Guide (1993), Milwaukee, WI: Pace Publications Inc.
Sample dataset of one year hourly basis machine monitor, with the recorded info about failures.
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.
Source: - Blue Book for Bulldozers
This model predicts the emission of CO2, based on the data of 100,000 cars in the Netherlands.
Data is from the Dutch RDW. Field labels are Dutch.
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