Detecting Depression Using an Ensemble Logistic Regression Model Based on Multiple Speech Features

Table 4

Recognition performance of each classifier for males.

Classifier	Number of base classifiers	Sensitivity (%)	Specificity (%)	Accuracy (%)
Adaboost decision tree	300	58.94	67.14	63.17
Bagging decision tree	500	59.48	70.28	65.05
Random forest	400	59.05	70.99	65.20
ELRDD	15	67.35	73.94	70.64