Table 9.

Prediction results of SVR model using our features for one_per_user and Personal_collection settings.

		One_Per_User		Personal_Collection
Features		Views	Interaction	Views	Interaction
Low_Level	BoVW	0.029	0.036	0.211	0.143
	Color	0.01	0.018	0.249	0.071
	Gist	0.031	0.024	0.252	0.142
	LBP	0.078	0.1003	0.329	0.228
Middle _Level	Attribute	0.056	0.059	0.308	0.163
	Classemes	0.077	0.076	0.269	0.172
	SentiBank	0.089	0.099	0.381	0.175
Deep Learning	FC7	0.059	0.074	0.349	0.246
	FC8	0.115	0.137	0.207	0.103
Aesthetic		0.064	0.068	0.328	0.231
Contextual features		0.381	0.503	0.323	0.263
Textual feature	TF	0.184	0.215	0.709	0.492
	TF-IDF	0.177	0.202	0.629	0.416