Mathematical Problems in Engineering / 2015 / Article / Tab 2

Research Article

An Efficient Kernel Learning Algorithm for Semisupervised Regression Problems

Table 2

On test set obtaining best accuracy for Boston housing.

Method/sample Size( = 300, = 30)( = 350, = 40)( = 426, = 50)

SKM1.774 ± 0.09311.712 ± 0.08351.675 ± 0.0733
UKM1.785 ± 0.8511.684 ± 0.7371.633 ± 0.841
SEKM1.764 ± 0.8511.705 ± 0.7521.625 ± 0.804