Prevalence and predicting factors of perceived stress among Bangladeshi university students using machine learning algorithms

Table 2 Accuracy, sensitivity, specificity and precision of different ML models

Models	Accuracy		Sensitivity		Specificity		Precision
Models	Mean	SE	Mean	SE	Mean	SE	Mean	SE
DT	0.8845	0.017	0.8908	0.027	0.8639	0.076	0.9581	0.024
RF	0.8929	0.014	0.8953	0.027	0.8853	0.075	0.9653	0.021
SVM (polynomial kernel)	0.7782	0.035	0.8504	0.047	0.6047	0.065	0.8406	0.039
SVM (linear kernel)	0.8054	0.039	0.8460	0.045	0.7188	0.172	0.8969	0.068
LR	0.7723	0.037	0.8160	0.045	0.6175	0.094	0.8848	0.031

Mean Mean of different scores of the repeated runs, SE Standard Error of different scores of the repeated runs

ISSN: 2072-1315