Table 1

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

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%


Botting et al. BMC Bioinformatics 2009 10:66   doi:10.1186/1471-2105-10-66

Open Data