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Errors are an option…
1
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%
2
Is x vs y significant different? (p<0.01)
| ROC vs KNN | p-value=1.286e-06 | different:True |
| ROC vs SVM | p-value=5.646e-08 | different:True |
| KNN vs SVM | p-value=6.684e-01 | different:False |
| # of correct pattern | |
|---|---|
| best ROC | 152 |
| KNN (k=3) | 187 |
| SVM | 190 |