Table 1 Proposed MLP models for mass spectrometry benchmarks
From: Real-time data analysis for medical diagnosis using FPGA-accelerated neural networks
Model | Dimensions | Training cases | Test cases | Accuracy | F1 Score |
|---|---|---|---|---|---|
Ovarian | 15154 × 512 × 512 ×2 | 160 | 92 | 98.9% | 0.99 |
JNCI | 15154 × 64 × 512 ×2 | 100 | 32 | 90.6% | 0.92 |