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

Table 13

Classification results obtained by using machine-learning techniques over a database containing all parameters.

Machine; Learning; Techniques	System	Accuracy (%)	Sensitivity (%)	Specificity (%)
SVM	Vox4Health	72.6	99.3	3.4
	Praat	71.6	99.3	0
DT	Vox4Health	75.5	96.7	20.7
	Praat	69.7	85.3	29.3
BC	Vox4Health	76.0	95.3	26.0
	Praat	67.3	86.0	19.0
LMT	Vox4Health	77.4	95.3	31.0
	Praat	76.9	94.7	31.0
Ibk	Vox4Health	63.9	74.7	36.2
	Praat	63.9	73.3	39.7