Table 3.
Classifier | Single Classifier | Heterogeneous Ensemble | Homogeneous Ensemble | |||||
---|---|---|---|---|---|---|---|---|
|
|
|
||||||
SVM | HMM | RBF | SVM stacking | Majority Voting | SVM | HMM | RBF | |
Deviation (%) | 4.77 | 2.39 | 4.09 | 0.22 | 0.96 | 2.3 | 2.04 | 0.81 |
Classifier | Single Classifier | Heterogeneous Ensemble | Homogeneous Ensemble | |||||
---|---|---|---|---|---|---|---|---|
|
|
|
||||||
SVM | HMM | RBF | SVM stacking | Majority Voting | SVM | HMM | RBF | |
Deviation (%) | 4.77 | 2.39 | 4.09 | 0.22 | 0.96 | 2.3 | 2.04 | 0.81 |