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Table 1 Assessment of evaluation metrics for subset 1 and 2 from the logistic regression

From: Sample entropy analysis of cervical neoplasia gene-expression signatures

Training Data

Gene Subset 1

Positive Category

Recall

Precision

F-Measure

Perilesional

100.00%

100.00%

100.00%

Cancer

100.00%

100.00%

100.00%

Validation Data

   

Positive Category

Recall

Precision

F-Measure

Perilesional

75.00%

75.00%

75.00%

Cancer

80.00%

80.00%

80.00%

Training Data

Gene Subset 2

Positive Category

Recall

Precision

F-Measure

Perilesional

100.00%

85.71%

92.31%

Cancer

100.00%

100.00%

100.00%

Validation Data

   

Positive Category

Recall

Precision

F-Measure

Perilesional

75.00%

75.00%

75.00%

Cancer

100.00%

83.33%

90.91%