No of image retrieved | Flickr Logos 27 dataset | |||||
---|---|---|---|---|---|---|
Precision | Recall | F-measure | ||||
CCF + BPF | NSVM-CNN | CCF + BPF | NSVM-CNN | CCF + BPF | NSVM-CNN | |
1–4, 6–7, 10 | 98.87 | 99.78 | 58 | 70 | 73.11098 | 82.27824 |
20 | 96.11 | 98.54 | 62 | 74.25 | 75.37562 | 84.68771 |
30 | 93.73 | 97.97 | 64.5 | 77.98 | 76.41516 | 86.83945 |
40 | 91.09 | 96.73 | 68 | 79.25 | 77.86938 | 87.12186 |
50 | 88.52 | 95.82 | 71.25 | 81.24 | 78.95162 | 87.92971 |
60 | 85.95 | 94.85 | 74.5 | 85.88 | 79.81645 | 90.1424 |
70 | 83.38 | 93.81 | 77.75 | 87.53 | 80.46664 | 90.56126 |
80 | 82.81 | 92.99 | 81 | 92.18 | 81.895 | 92.58323 |
90 | 81.24 | 91.37 | 84.25 | 96.83 | 82.71763 | 94.0208 |
100 | 80 | 85.78 | 82 | 99.69 | 80.98765 | 92.21338 |