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Table 3 Diagnostic capacities of prediction model for molecular subtypes of LUSC and LUAD

From: A prognosis-related molecular subtype for early-stage non-small lung cell carcinoma by multi-omics integration analysis

 

Comparison group

Prediction model

Training dataset

Test dataset

SE

SP

AUC (95% CI)*

SE

SP

AUC (95% CI)*

LUSC

C1 vs C2 and C3

RF

1

1

1

0.72

0.96

0.84 (0.76–0.92)

  

SVM

0.93

0.90

0.93 (0.89–0.98)

0.75

0.96

0.85 (0.77–0.93)

 

C3 vs C1 and C2

RF

1

1

1

0.69

0.86

0.77 (0.68–0.86)

  

SVM

0.88

0.96

0.92 (0.87–0.97)

0.81

0.89

0.85 (0.78–0.93)

LUAD

C1 vs C2

RF

1

1

1

0.86

0.80

0.83 (0.76–0.89)

  

SVM

0.90

0.89

0.90 (0.85–0.94)

0.81

0.85

0.83 (0.77–0.89)

  1. * P < 0.05. CI confidence interval, RF random forest, SVM support vector machine