Research Article
Motion Direction Inconsistency-Based Fight Detection for Multiview Surveillance Videos
Table 5
Comparison of classifier performance.
| | Classifiers | Accuracy | F1-score | MA | FA |
| | SVM | 92.00% | 92.36% | 11.58% | 3.67% | | AdaBoost | 97.00% | 96.95% | 4.67% | 1.33% | | Bagging | 92.67% | 92.14% | 1.40% | 0.60% | | RF | 97.66% | 97.66% | 2.67% | 2.00% |
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