Table 3.

Assessment of models by different algorithms of the selected data governance

Models	AUC	Precision	Recall	F1 score (Online supplementary file 1)
Bayesian network	0.764±0.029	0.729±0.055	0.717±0.042	0.721±0.025
KNN	0.838±0.018	0.813±0.046	0.636±0.062	0.712±0.039
SVM	0.765±0.044	0.728±0.059	0.589±0.078	0.647±0.046
C&R Tree	0.755±0.030	0.739±0.026	0.669±0.066	0.700±0.033
CHAID	0.770±0.041	0.792±0.035	0.655±0.049	0.716±0.031
Ensemble	0.866±0.082	0.824±0.043	0.732±0.061	0.773±0.032
P value	p<0.0001	p<0.0001	p<0.0001	p<0.0001

The bold value indicate the performance parameters of the best algorithm.

AUC, area under the receiver operating characteristic curve.