Table 2 Average run-time performance of all classifiers on each of the training dataset.
From: Convolutional neural networks improve fungal classification
Classifier | Training time (s) | Classifying time (s) |
|---|---|---|
DBN (k = 4) | 289.25 | 0.18 |
DBN (k = 6) | 558.55 | 0.23 |
DBN (k = 8) | 3,788.01 | 0.99 |
CNN (k = 4) | 190.25 | 0.27 |
CNN (k = 6) | 1,196.72 | 0.52 |
CNN (k = 8) | 19,399.33 | 5.10 |
RDP | 1.58 | 1.40 |
BLAST | 2057 | 53.67 |
