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

Table 14

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

Machine; Learning; Techniques	System	Accuracy (%)	Sensitivity (%)	Specificity (%)
SVM	Vox4Health	62.5	56.9	67.1
	Praat	63.3	58.6	67.1
DT	Vox4Health	66.4	48.3	81.4
	Praat	53.9	75.7	27.6
BC	Vox4Health	58.6	93.1	30
	Praat	50.0	90.0	1.7
LMT	Vox4Health	64.1	55.2	71.4
	Praat	63.3	64.3	62.1
Ibk	Vox4Health	56.2	46.5	64.3
	Praat	56.2	64.3	46.5