A Multikernel-Like Learning Algorithm Based on Data Probability Distribution

Figure 7

Two-class problem experiments: (a) is the error rates () of MKDPD and MR on unlabeled samples of the CMU-PIE set; (b) is the error rates () of MKDPD and MR on test samples of the CMU-PIE set. And the -axis of each figure is the 28 binary classification problems and the value in bracket is the number of labeled sample in each class.

(a)

(b)