Auto MPG (6 variables) dataset 1: Description. The data concerns city-cycle fuel consumption in miles per gallon (Mpg), to be predicted in terms of 1 multivalued discrete and 5 continuous attributes (two multivalued discrete attributes (Cylinders and Origin) from the original dataset (autoMPG6) are removed). This dataset is a slightly modified version of the dataset provided in the StatLib library. In line with the use by Ross Quinlan (1993) in predicting the attribute Mpg, 8 of the original instances were removed because they had unknown values for the Mpg attribute. 2: Type. Regression 3: Origin. Real world 4: Instances. 392 5: Features. 5 6: Missing values. No 7: Header. @relation autoMPG6 @attribute Displacement real[68.0,455.0] @attribute Horse_power integer[46,230] @attribute Weight integer[1613,5140] @attribute Acceleration real[8.0,24.8] @attribute Model_year integer[70,82] @attribute Mpg real[9.0,46.6] @inputs Displacement, Horse_power, Weight, Acceleration, Model_year @outputs Mpg