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Predicting your basketball points per minute, based on length, number of assists and age.
Source: http://mldata.org/repository/data/viewslug/datasets-numeric-baskball/ from: Simonoff, J.S. (1996). Smoothing Methods in Statistics. New York: Springer-Verlag.
This model predicts what will happen post-operative to a hospital patient based on various indicators: Go Home, Go to a General Hospital Floor or go to the Intensive Care Unit.
Source Information: Creators: Sharon Summers, School of Nursing, University of Kansas, Medical Center, Kansas City, KS 66160 Linda Woolery, School of Nursing, University of Missouri, Columbia, MO 65211 Donor: Jerzy W. Grzymala-Busse (firstname.lastname@example.org) (913)864-4488 June 1993 URL: http://tunedit.org/repo/UCI/postoperative-patient-data.arff
Taking the data from this post in The Guardian DatablogThis model predicts the S&P rating for a Country's credit, based on the previous ratings from S&P, Moody's and Fitch.
This model predicts one out of three Iris species, based on petal length and width and sepal length and width.
The data is taken from The UCI Machine Learning Repository and created by R.A. Fisher.
Fisher,R.A. "The use of multiple measurements in taxonomic problems" Annual Eugenics, 7, Part II, 179-188 (1936); also in "Contributions to Mathematical Statistics" (John Wiley, NY, 1950).
This model predicts the music genre, based on 190 different features of the sound. The data was given as part of a ISMIS 2011 Contest: Music Information Retrieval.
Here's a full description of the challenge and all the features used.
You can find the source data here.
This model predicts the size of the change of the US debt ceiling in %. It uses Debt Ceiling in $, Debt Ceiling as % of GDP, Year End Debt, President and President's Party as input to predict the % change in the Debt Ceiling.
Source: Guardian Data Blog
I deleted some of the outliers, like president Carters habit to cut the ceiling in half and then doubling it a few months later.
For a different version of this model check here.
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.
This model is created from Google survey data about tipping. It models the answers to the question: Do you feel confident about how much to tip at restaurants, cafes, and bars?
Source: Google Survey