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. 2017 Mar 19;17(3):631. doi: 10.3390/s17030631

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