Advances, Systems and Applications
Table 7 Random Forest classification results
From: Source camera identification: a distributed computing approach using Hadoop
Number of maps | Accuracy (%) | Precision | Recall | F1 score |
|---|---|---|---|---|
1 | 95.3 | 0.954 | 0.953 | 0.953 |
3 | 92.9 | 0.932 | 0.933 | 0.933 |
5 | 90.1 | 0.906 | 0.902 | 0.902 |
7 | 87.8 | 0.885 | 0.879 | 0.879 |
10 | 85.4 | 0.862 | 0.855 | 0.854 |