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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

AlgorithmsAccAUCSensitivitySpecificityPrecisionF-measureFNRFPRFDRMCC
RFA-PVST0.590.700.700.450.620.650.300.550.380.18
mRMR0.530.530.780.200.550.640.220.800.45NaN
SVM-RFE0.560.441.0000.560.7201.000.44NaN
Relief0.560.561.0000.560.7201.000.44NaN
S-weight0.540.520.950.020.550.690.050.980.45NaN
LLEScore0.530.530.660.370.570.600.340.630.43NaN
  1. The underlined bold fonts mean the best results