Storage time (h) | Evaluation index | Classification model | ||
---|---|---|---|---|
RF | SVM (c = 6.0629, g = 0.0.0544) | XGBoost (eta = 1, max_depth = 1) | ||
2 | Number of misjudgments | 2 | 2 | 2 |
Accuracy (%) | 90.00 | 90.00 | 90.00 | |
8 | Number of misjudgments | 0 | 0 | 0 |
Accuracy (%) | 100.00 | 100.00 | 100.00 | |
24 | Number of misjudgments | 5 | 8 | 3 |
Accuracy (%) | 75.00 | 60.00 | 65.00 | |
48 | Number of misjudgments | 4 | 5 | 5 |
Accuracy (%) | 80.00 | 75.00 | 55.00 | |
Total number of misjudgments | 11 | 15 | 10 | |
Overall accuracy (%) | 86.25 | 81.25 | 87.50 |