Research Article
Prototype Generation Using Self-Organizing Maps for Informativeness-Based Classifier
Table 3
Classification results for all algorithms represented by mean and standard deviation of accuracy and kappa measures.
| | Classifiers | Acc | Kappa |
| 1 | NN | | | NN | | | SOM-NN | | | SOM-NN | | |
| 2 | NN | | | NN | | | SOM-NN | | | SOM-NN | | |
| 3 | NN | | | NN | | | SOM-NN | | | SOM-NN | | |
| 4 | NN | | | NN | | | SOM-NN | | | SOM-NN | | |
| 5 | NN | | | NN | | | SOM-NN | | | SOM-NN | | |
| 6 | NN | | | NN | | | SOM-NN | | | SOM-NN | | |
| 7 | NN | | | NN | | | SOM-NN | | | SOM-NN | | |
| 8 | NN | | | NN | | | SOM-NN | | | SOM-NN | | |
| 9 | NN | | | NN | | | SOM-NN | | | SOM-NN | | |
| 10 | NN | | | NN | | | SOM-NN | | | SOM-NN | | |
| 11 | NN | | | NN | | | SOM-NN | | | SOM-NN | | |
| 12 | NN | | | NN | | | SOM-NN | | | SOM-NN | | |
| 13 | NN | | | NN | | | SOM-NN | | | SOM-NN | | |
| 14 | NN | | | NN | | | SOM-NN | | | SOM-NN | | |
| 15 | NN | | | NN | | | SOM-NN | | | SOM-NN | | |
| 16 | NN | | | NN | | | SOM-NN | | | SOM-NN | | |
| 17 | NN | | | NN | | | SOM-NN | | | SOM-NN | | |
| 18 | NN | | | NN | | | SOM-NN | | | SOM-NN | | |
| 19 | NN | | | NN | | | SOM-NN | | | SOM-NN | | |
| 20 | NN | | | NN | | | SOM-NN | | | SOM-NN | | |
| 21 | NN | | | NN | | | SOM-NN | | | SOM-NN | | |
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