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1. Automobile: From 1985 Ward's Automotive Yearbook

2. Breast Cancer Wisconsin (Prognostic): Prognostic Wisconsin Breast Cancer Database

3. Housing: Taken from StatLib library

4. Forest Fires: This is a difficult regression task, where the aim is to predict the burned area of forest fires, in the northeast region of Portugal, by using meteorological and other data (see details at: http://www.dsi.uminho.pt/~pcortez/forestfires).

5. Concrete Slump Test: Concrete is a highly complex material. The slump flow of concrete is not only determined by the water content, but that is also influenced by other concrete ingredients.