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% |