Supervised Kernel Optimized Locality Preserving Projection with Its Application to Face Recognition and Palm Biometrics

Table 4

Optimal average recognition accuracy (%) among different polynomial kernel functions on Yale database.

Polynomial function
KPCA	80.0	81.1	81.1
KOPCA	87.7	85.3	83.2
KFD	68.8	72.2	74.4
SVM	74.3	78.0	78.5
KMSVM	87.3	82.4	85.6
SKLPP	89.5	75.5	71.1
SKOLPP	92.9	83.3	81.1