Cry-Based Classification of Healthy and Sick Infants Using Adapted Boosting Mixture Learning Method for Gaussian Mixture Models

Table 3

Confusion matrix for defined binary classification task.

(a) Proposed ABML-GMM method

	Predicted classes
Actual classes	Pathological	Healthy
Pathological	21	5
Healthy	3	20

(b) Conventional EM-GMM method

	Predicted classes
Actual classes	Pathological	Healthy
Pathological	26	0
Healthy	6	17