The Use of Arabic Vowels to Model the Pathological Effect of Influenza Disease by Wavelets

Table 2

The results of statistical parameters for the verification task of speech utterances as vowels with different cross validations 15 and 25 and holdout-25.

Utter.	Method	System	KNN, CV-15, Acc (%)	KNN, CV-25, Acc (%)	KNN, holdout-25, Acc (%)	SVM, CV-15, Acc (%)	SVM, CV-25, Acc (%)	SVM, holdout-25, Acc (%)
A	LPCW	Influenza/normal	89.7	91.7	95.8	85.4	89.6	95.8
O	LPCW	Influenza/normal	86.5	87.5	97	90.7	90.6	97