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

Table 3 Result of K-Fold cross-validation of ML Models

Models	Threefold		Fivefold		10-Fold
Models	MAcc	SE	MAcc	SE	MAcc	SE
DT	0.8759	0.0419	0.8901	0.0138	0.8870	0.0361
RF	0.8844	0.0291	0.8929	0.0126	0.8983	0.0338
SVM (polynomial kernel)	0.7718	0.0215	0.7915	0.0559	0.7855	0.0661
SVM (linear kernel)	0.8085	0.0072	0.8338	0.0187	0.8309	0.0383
LR	0.7830	0.0396	0.7718	0.0566	0.7713	0.0669

MAcc Mean of Accuracy scores from each fold, SE Standard Error of Accuracy scores

ISSN: 2072-1315