BMC Bioinformatics

Table 3 Experimental results of algorithms of 5-fold cross validation experiments

From: A novel method detecting the key clinic factors of portal vein system thrombosis of splenectomy & cardia devascularization patients for cirrhosis & portal hypertension

Algorithms	Acc	AUC	Sensitivity	Specificity	Precision	F-measure	FNR	FPR	FDR	MCC
RFA-PVST	0.59	0.70	0.70	0.45	0.62	0.65	0.30	0.55	0.38	0.18
mRMR	0.53	0.53	0.78	0.20	0.55	0.64	0.22	0.80	0.45	NaN
SVM-RFE	0.56	0.44	1.00	0	0.56	0.72	0	1.00	0.44	NaN
Relief	0.56	0.56	1.00	0	0.56	0.72	0	1.00	0.44	NaN
S-weight	0.54	0.52	0.95	0.02	0.55	0.69	0.05	0.98	0.45	NaN
LLEScore	0.53	0.53	0.66	0.37	0.57	0.60	0.34	0.63	0.43	NaN

The underlined bold fonts mean the best results

Back to article page

ISSN: 1471-2105

Contact us

General enquiries: journalsubmissions@springernature.com