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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
  1. The underlined bold fonts mean the best results