Voice Disorder Detection via an m-Health System: Design and Results of a Clinical Study to Evaluate Vox4Health

Table 15

Classification results obtained by using machine-learning techniques over a database containing all parameters for subjects suffering from hypokinetic dysphonia.

Machine; Learning; Techniques	System	Accuracy (%)	Sensitivity (%)	Specificity (%)
SVM	Vox4Health	64.4	46.4	77.6
	Praat	73.7	48.8	91.4
DT	Vox4Health	61.6	53.6	67.2
	Praat	63.6	68.3	60.3
BC	Vox4Health	66.7	21.9	98.3
	Praat	73.7	70.7	75.9
LMT	Vox4Health	60.6	43.9	72.4
	Praat	72.7	53.6	86.2
Ibk	Vox4Health	53.5	43.9	60.3
	Praat	59.6	58.5	60.3