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Table 5 Paired rank comparison of algorithms in Acc, AUC, sensitivity, specificity, and precision of predictive model built on clinic risk indicators to PVST detected by algorithms

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

AccRFA-PVSTmRMRSVM-RFEReliefS-weightLLEScore
RFA-PVST 1.73081.19231.19231.57691.0000
mRMR* −0.5385−0.5385− 0.1538− 0.7308
SVM-RFE   00.3846−0.1923
Relief    0.3846−0.1923
S-weight     −0.5769
LLEScore      
AUCRFA-PVSTmRMRSVM-RFEReliefS-weightLLEScore
RFA-PVST 1.73082.42311.73081.80771.7692
mRMR  0.692300.07690.0385
SVM-RFE*  −0.6923−0.6154− 0.6538
Relief    0.07690.0385
S-weight     −0.0385
LLEScore      
SensitivityRFA-PVSTmRMRSVM-RFEReliefS-weightLLEScore
RFA-PVST −0.5769−2.2692−2.2692−1.80770.4615
mRMR  −1.6923−1.6923−1.23081.0385
SVM-RFE*  00.46152.7308
Relief*   0.46152.7308
S-weight*    2.2692
LLEScore  *** 
SpecificityRFA-PVSTmRMRSVM-RFEReliefS-weightLLEScore
RFA-PVST 1.30772.96152.96152.69230.2308
mRMR  1.65381.65381.3846−1.0769
SVM-RFE*  0−0.2692−2.7308
Relief*   −0.2692−2.7308
S-weight*    −2.4615
LLEScore  *** 
PrecisionRFA-PVSTmRMRSVM-RFEReliefS-weightLLEScore
RFA-PVST 1.84621.88461.88462.30771.0769
mRMR* 0.03850.03850.4615−0.7692
SVM-RFE*  00.4231−0.8077
Relief*   0.4231−0.8077
S-weight*    −1.2308
LLEScore