Software Defect Prediction for Healthcare Big Data: An Empirical Evaluation of Machine Learning Techniques

Table 14

Decision table.

Datasets	Evaluation measures
	MAE	RAE	RMSE	RRSE	Recall	Accuracy
AR1	MLP	SVM	CDT	CDT	HMM, CDT	HMM, CDT
AR3	A1DE, NB	A1DE	MLP	MLP	MLP	HMM
CM1	SVM	SVM	RBF	RBF	HMM	HMM
JM1	SVM	SVM	RF	RF	RF	RF
KC2	NB, SVM	NB	RBF	RBF	MLP	MLP
KC3	SVM	SVM	RF	RF	SVM	SVM
MC1	KNN, SVM, MLP	KNN	RF	RF	RF	KNN, RF