Haberman (Imbalanced) data set 1: Description. A imbalanced version of the Haberman data set, where the classes has been renamed to positive and negative. 2: Type. Imbalanced 3: Origin. Real world 4: Instances. 306 5: Features. 3 6: Classes. 2 7: Missing values. No 8: IR: 2.68 9: Header. @relation haberman @attribute Age integer [30, 83] @attribute Year integer [58, 69] @attribute Positive integer [0, 52] @attribute Class {positive, negative} @inputs Age, Year, Positive @outputs Class