Table 3 Classification of color-coded images using convolutional neural networks
From: Activity landscape image analysis using convolutional neural networks
Collection | CNN | Metric |
|---|---|---|
1 | 0.74 ± 0.01 | Accuracy |
0.74 ± 0.01 | F1 | |
0.61 ± 0.01 | MCC | |
2 | 0.72 ± 0.02 | Accuracy |
0.72 ± 0.02 | F1 | |
0.58 ± 0.03 | MCC | |
3 | 0.71 ± 0.02 | Accuracy |
0.71 ± 0.03 | F1 | |
0.56 ± 0.04 | MCC | |
4 | 0.73 ± 0.04 | Accuracy |
0.73 ± 0.04 | F1 | |
0.60 ± 0.06 | MCC | |
5 | 0.70 ± 0.04 | Accuracy |
0.70 ± 0.04 | F1 | |
0.55 ± 0.06 | MCC | |
6 | 0.72 ± 0.03 | Accuracy |
0.72 ± 0.03 | F1 | |
0.58 ± 0.04 | MCC | |
7 | 0.75 ± 0.03 | Accuracy |
0.75 ± 0.03 | F1 | |
0.62 ± 0.04 | MCC |