Comparison of all three classifiers.
| Classifiers | Correctly Classified (%) | Incorrectly Classified (%) | Kappa statistic | Mean absolute error | Root mean squared error | Relative absolute error (%) | Root relative squared error (%) |
|---|---|---|---|---|---|---|---|
| J48 | 13 | 7 | 0.3 | 0.3321 | 0.4956 | 66.4286 | 99.1289 |
| KNN | 13 | 7 | 0.3 | 0.365 | 0.5635 | 73 | 112.6943 |
| Multilayer Perceptron | 9 | 11 | −0.1 | 0.5076 | 0.5095 | 101.5169 | 101.9078 |
| Classifiers | Correctly Classified (%) | Incorrectly Classified (%) | Kappa statistic | Mean absolute error | Root mean squared error | Relative absolute error (%) | Root relative squared error (%) |
|---|---|---|---|---|---|---|---|
| J48 | 13 | 7 | 0.3 | 0.3321 | 0.4956 | 66.4286 | 99.1289 |
| KNN | 13 | 7 | 0.3 | 0.365 | 0.5635 | 73 | 112.6943 |
| Multilayer Perceptron | 9 | 11 | −0.1 | 0.5076 | 0.5095 | 101.5169 | 101.9078 |
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