Hayes-Roth Multi-class Imbalanced data set 1: Description. An imbalanced version of the Hayes-Roth data set, where there are some classes with a small number of examples while other classes have a large number of examples. 2: Type. Imbalanced 3: Origin. Laboratory 4: Instances. 132 5: Features. 4 6: Classes. 3 7: Missing values. No 8: IR: 1.70 9: Header. @relation Hayes-Roth database @attribute hobby integer [1, 3] @attribute age integer [1, 4] @attribute educationalLevel integer [1, 4] @attribute maritalStatus integer [1, 4] @attribute class {1,2,3} @inputs hobby, age, educationalLevel, maritalStatus @outputs class