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

Table 16

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

Machine; Learning; Techniques	System	Accuracy (%)	Sensitivity (%)	Specificity (%)
SVM	Vox4Health	73.2	56.4	84.5
	Praat	68.0	51.3	79.3
DT	Vox4Health	64.9	71.8	60.3
	Praat	61.8	84.6	46.5
BC	Vox4Health	62.9	23.1	89.6
	Praat	64.9	100	41.4
LMT	Vox4Health	61.8	53.8	67.2
	Praat	63.9	51.3	72.4
Ibk	Vox4Health	68.0	66.7	69.0
	Praat	67.0	59.0	72.4