Machine learning models for prediction of invasion Klebsiella pneumoniae liver abscess syndrome in diabetes mellitus: a singled centered retrospective study

Table 3 Performance summary in terms of sensitivity (recall), specificity, accuracy, precision,F1-score,AUC

Model	Sensitivity (recall)	Specificity	Accuracy	Precision	F1-Score	AP	AUC
SVM	0.875	0.929	0.922	0.636	0.737	0.890	0.969
LR	0.875	0.875	0.875	0.500	0.636	0.880	0.967
RF	0.500	0.946	0.891	0.571	0.533	0.680	0.879
XGB	0.500	0.982	0.922	0.800	0.615	0.650	0.799
ANN	0.375	0.911	0.844	0.375	0.375	0.640	0.897
DT	0.875	0.661	0.688	0.269	0.412	0.620	0.800
KNN	0.250	1.000	0.906	1.000	0.400	0.860	0.900

ISSN: 1471-2334