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Table 1 The early lung cancer prediction performances on four different datasets using random forest

From: Genomic analyses based on pulmonary adenocarcinoma in situ reveal early lung cancer signature

Model

Assessment

TCGA

GSE68465

GSE10072

GSE89843 (Blood)

Random Forest

Accuracy

98.68%

99.51%

97.91%

64.35%

Sensitivity

99.28%

99.95%

98.05%

78.12%

Specificity

95.68%

92.83%

97.75%

50.59%