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Table 2 Evaluation metrics of different CNN models

From: Bi-stream CNN Down Syndrome screening model based on genotyping array

Models

Evaluation metrics of different CNN models

 

Accuracy

Precision

Recall

F-score

False-positive rate

False-negative rate

Bi-Stream CNN

99.3(+-0.4)%

99.2%

98.4%

99.3%

0.6%

1.1%

Single-stream CNN (ChrA)

96.4(+-0.5)%

94.7%

84.0%

96.4%

5.2%

3.2%

Single-stream CNN (ChrB)

96.6(+-0.6)%

88.7%

92.9%

96.6%

11.2%

4.3%