Table 10.
Performance of fusion techniques in the prediction of images popularity using SVR algorithm.
One_Per_User | Personal_Collection | ||||
---|---|---|---|---|---|
Fusion Method | Features | Views | Interaction | Views | Interaction |
Early Fusion | Visual_Features | 0.141 | 0.187 | 0.446 | 0.326 |
All_features | 0.381 | 0.503 | 0.739 | 0.528 | |
Late Fusion | Visual_Features | 0.138 | 0.228 | 0.485 | 0.304 |
All_feature | 0.381 | 0.503 | 0.721 | 0.517 | |
Borda Count | Visual_Features | 0.167 | 0.192 | 0.519 | 0.352 |
All_feature | 0.381 | 0.503 | 0.709 | 0.492 | |
Weighted Fusion | Visual_Features | 0.144 | 0.164 | 0.495 | 0.311 |
All_feature | 0.384 | 0.504 | 0.732 | 0.529 |