Table 1 ANN Implantations results with and without adding nanoparticles to the examined samples
From: Discriminating two bacteria via laser-induced breakdown spectroscopy and artificial neural network
Samples | Number of neurons | Accuracy rate | Precision | Recall | F1 score | |||
|---|---|---|---|---|---|---|---|---|
Training (%) | Validation (%) | Test (%) | All (%) | |||||
Without nanoparticles | 10 | 94 | 79 | 65 | 88 | 0.88 | 0.90 | 0.88 |
With nanoparticles | 10 | 95 | 90 | 80 | 92 | 0.92 | 0.93 | 0.92 |