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

Table 6

Recognition performance of each classifier for females.

Classifier	Number of base classifiers	Sensitivity (%)	Specificity (%)	Accuracy (%)
Adaboost decision tree	200	59.34	69.91	64.52
Bagging decision tree	300	58.75	68.56	63.56
Random forest	300	59.66	68.56	64.03
ELRDD	15	65.71	67.68	66.68