Table 5. Retrieval accuracy of 1, 3, 5, 7, and 9 CBIR image retrievals with traditional SVM classification and handcrafted features for each 10-fold.
Fold | Retrieve 1 Image | Retrieve 3 Images | Retrieve 5 Images | Retrieve 7 Images | Retrieve 9 Images | |||||
---|---|---|---|---|---|---|---|---|---|---|
Chebychev | Cosine | Chebychev | Cosine | Chebychev | Cosine | Chebychev | Cosine | Chebychev | Cosine | |
1 | 60.87% | 69.57% | 60.14% | 63.77% | 60.43% | 59.13% | 59.63% | 59.63% | 55.56% | 59.90% |
2 | 68.89% | 57.78% | 59.26% | 55.56% | 51.56% | 56.00% | 51.43% | 49.21% | 47.10% | 51.69% |
3 | 50.00% | 52.17% | 55.07% | 62.32% | 55.65% | 56.09% | 53.73% | 55.90% | 50.97% | 52.90% |
4 | 57.78% | 66.67% | 59.26% | 53.33% | 57.78% | 58.22% | 54.60% | 54.60% | 58.02% | 57.78% |
5 | 64.44% | 62.22% | 62.96% | 57.04% | 56.89% | 53.78% | 54.29% | 53.33% | 56.43% | 58.48% |
6 | 55.26% | 60.53% | 60.53% | 61.40% | 62.11% | 59.47% | 64.66% | 60.15% | 57.31% | 59.65% |
7 | 57.89% | 57.89% | 58.77% | 57.89% | 58.95% | 57.37% | 57.89% | 56.77% | 57.14% | 54.89% |
8 | 55.26% | 52.63% | 63.16% | 62.28% | 57.89% | 55.26% | 58.27% | 59.02% | 59.77% | 53.01% |
9 | 65.79% | 63.16% | 61.40% | 64.04% | 62.11% | 60.53% | 59.77% | 62.03% | 58.65% | 59.40% |
10 | 63.04% | 67.39% | 63.04% | 61.59% | 59.57% | 54.78% | 58.07% | 53.42% | 53.22% | 54.97% |
Average | 59.92% | 61.00% | 60.36% | 59.92% | 58.29% | 57.06% | 57.23% | 56.41% | 55.42% | 56.27% |
Standard Deviation | 5.19% | 5.40% | 2.25% | 3.34% | 2.87% | 2.02% | 3.45% | 3.53% | 3.54% | 2.83% |