Table 2.
Parameter optimization.
| Algorithm | Parameter | Parameter Optimization Method |
|---|---|---|
| RandomForest | Depth: The maximum depth of the tree | CVParameterSelection |
| Bagging | K: The number of neighbors to use | CVParameterSelection |
| AdaBoostM1 | C: The confidence factor used for pruning | CVParameterSelection |
| IBk | K: The number of neighbors to use | CVParameterSelection |
| LibSVM | C: Penalty parameter, γ: The radial basis function kernel parameter | GridSearch |
| KStar | B: The parameter for global blending | CVParameterSelection |
| J48 | C: The confidence factor used for pruning | CVParameterSelection |