Mathematical Problems in Engineering / 2015 / Article / Tab 1

Research Article

An Efficient Kernel Learning Algorithm for Semisupervised Regression Problems

Table 1

Performance obtained using various kernel-based methods.

Method/sample Size( = 200, = 30)( = 400, = 100)( = 500, = 120)

SKM0.090 ± 0.0320.093 ± 0.0220.095 ± 0.018
UKM0.085 ± 0.0520.082 ± 0.0370.080 ± 0.041
SEKM0.077 ± 0.0420.075 ± 0.036