Errors are an option…
K-NN (k=1)
Performance correct: 93.5%
K-NN (k=3)
Performance correct: 94.0%
K-NN (k=5)
Performance correct: 94.5%
SVM
Performance correct: 95.0%
Is x vs y significant different? (p<0.01)
| p-value | different | |
|---|---|---|
| ROC vs KNN | 1.286e-06 | True |
| ROC vs SVM | 5.646e-08 | True |
| KNN vs SVM | 6.684e-01 | False |
| # of correct pattern | |
|---|---|
| best ROC | 152 |
| KNN (k=3) | 187 |
| SVM | 190 |