Information Fusion Based on Score/Weight Classifier Fusion

By applying different classifiers to the classification, multiple classification scores will be generated. Generally, different classifiers enjoy their own advantages and disadvantages, and only a simple classifier usually fails to robustly achieve the classification. To jointly exploit the advantages of different classifiers, it is significant to use the score fusion. This chapter proposes two score fusion methods and applies them to classification. After reading this chapter, people can have preliminary knowledge on score fusion algorithms.