| S.No | Experimentation of models | Testing options | No. of attribute | Selection Attributes |
| Scenario 1 | Naïve base | Training Cross validation Percentile | 5 | CfsSubsetEval: +BestFirst: CfsSubsetEval: +GreedyStepwise |
| Decision tree (J48) | 5 | |||
| Random tree | 5 | |||
| Random forest | 5 | |||
| Artificial Neural Networks | 5 | |||
| Scenario 2 | Naïve base | Training Cross validation Percentile | 18 | Proposed approach |
| Decision tree (J48) | 18 | |||
| Random tree | 18 | |||
| Random forest | 18 | |||
| Artificial Neural Networks | 18 |