... help in performing data mining tasks and making predictive analysis, but this analysis is made in a single data mining task In reality, many data mining tasks are performed on a single data set, ... rawdata, ruledata, testdata, experimentdata Raw data contains all information about the data and attributes of the dataset Given rawdata when it is has learned a unique rule set is generated and ... strategies are sub sampling and N-fold Cross Validation [9] In the sub sampling method, the dataset is split into training data and validation data For each split, the training is done on training data...