Research Article
A Feature Fusion Method with Guided Training for Classification Tasks
Table 2
The accuracy and other performance evaluation indexes of Experiment 1 and Experiment 2 of guided training.
| Experiment | Class | TP | FP | FN | Precision | Recall | F1-score | Accuracy |
| Experiment 1 | Japanese Spitz | 10 | 9 | 36 | 0.526 | 0.217 | 0.308 | 0.707 | Pomeranian | 9 | 4 | 18 | 0.692 | 0.333 | 0.450 | Samoyed | 69 | 49 | 15 | 0.585 | 0.821 | 0.683 | Husky | 86 | 10 | 3 | 0.896 | 0.966 | 0.930 |
| Experiment 2 | Japanese Spitz | 18 | 9 | 28 | 0.667 | 0.391 | 0.493 | 0.728 | Pomeranian | 15 | 8 | 12 | 0.652 | 0.556 | 0.600 | Samoyed | 63 | 38 | 21 | 0.623 | 0.750 | 0.681 | Husky | 83 | 12 | 6 | 0.873 | 0.933 | 0.902 |
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