A Multikernel-Like Learning Algorithm Based on Data Probability Distribution

Figure 1

(a) shows the error rates of the four algorithms (, , , and ) on the testing set, and the number of new coming samples is 50, 100, 150, and 200, respectively. (b) reports the computation time of the four algorithms with the increasing of the new coming sample (from 50 to 200).

(a)

(b)