Research Article
Robust Framework to Combine Diverse Classifiers Assigning Distributed Confidence to Individual Classifiers at Class Level
Table 5
Classification accuracies of competitors using different number of training iterations.
| Dataset | Adaboost | Bagging | RSM | Proposed approach |
| IRIS | 100 | 100 | 100 | 100 | DiaretDB | 92.35 | 97.9 | 97.24 | 99.675 | Satimage | 78.1 | 91.7 | 90.99 | 94.05 | Heart | 67.5 | 63.8 | 68.8 | 70.27 | Pima Indian Diabetes | 76.53 | 78.01 | 77.6 | 78.26 | German | 72.33 | 73.1 | 72.7 | 74.7 |
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