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Table 4 Training set

From: MRI-based radiomics of rectal cancer: preoperative assessment of the pathological features

pathological featuresmodelmean AUCstdsensitivityspecificityYouden index
degree of differentiationMLP0.9420.0410.8710.9780.849
LR0.8740.0520.8060.9030.709
SVM0.8710.0370.8060.8920.698
DT0.8920.0401.01.01.0
RF0.9830.0201.01.01.0
KNN0.9330.0620.9780.8600.838
T stageMLP0.8240.0870.8040.9000.704
LR0.7920.0830.8260.7330.559
SVM0.7640.0830.9130.7830.696
DT0.7220.0601.01.01.0
RF0.7130.0311.00.9830.983
KNN0.7120.0810.9560.6000.556
N stageMLP0.6940.1220.8610.6770.538
LR0.6510.0890.8310.4920.323
SVM0.6840.1430.8310.7380.569
DT0.7130.0601.01.01.0
RF0.7940.1001.00.9540.954
KNN0.6630.0601.01.01.0