Fuzzy Emotional Semantic Analysis and Automated Annotation of Scene Images

Table 5

Annotation accuracy of seven types of basic emotional values (%).

User annotation	Model	Natural	Romantic	Soft	Relaxed	Vibrant	Salubrious	Changeful
Maximum value	BP	93.2	85.7	84.1	85.7	90.6	91.4	83.5
	Adaboost-BP	95.4	88.5	87.8	89.7	93.6	93.9	85.1
Minimum value	BP	87.1	77.6	80.2	78.2	86.1	85.9	76.9
	Adaboost-BP	89.8	80.1	83.7	82.3	89.4	89.3	78.2
Average value	BP	91.4	82.0	81.7	83.8	88.4	87.8	81.9
	Adaboost-BP	93.2	84.6	84.0	86.9	90.5	91.7	83.6