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Confusion matrix of different classifiers.
| Classifiers | Prediction | Actual state (clinical definition) (197 DKD and 213 not DKD) | |
|---|---|---|---|
| DKD | Not DKD | ||
| IBK | 186 | 11 | DKD |
| 15 | 198 | NOT DKD | |
| Random tree | 186 | 11 | DKD |
| 15 | 198 | NOT DKD | |
| Random forest | 184 | 13 | DKD |
| 14 | 199 | NOT DKD | |
| Multilayer perceptron | 184 | 13 | DKD |
| 15 | 198 | NOT DKD | |
| J48 | 174 | 23 | DKD |
| 19 | 194 | NOT DKD | |
| Hoeffding tree | 36 | 177 | DKD |
| 81 | 116 | NOT DKD | |
| REP tree | 171 | 26 | DKD |
| 35 | 178 | NOT DKD | |
| Naïve bayes | 165 | 32 | DKD |
| 46 | 167 | NOT DKD | |
| AdaBoostM1 | 172 | 25 | DKD |
| 61 | 152 | NOT DKD | |
