pytutorial/advanced_programming/task_2_result_pictures_information

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
ROC vs SVM	p-value=5.646e-08
KNN vs SVM	p-value=6.684e-01, different:False

	# of correct pattern
best ROC	152
KNN (k=3)	187
SVM	190