International Journal of Mathematics and Computers in Simulation. Vol.5, No.1 (2011), 1-8
Suggested Citation
B. Novaprateep, K. Khompurngson, D. Poltem Learning the value of a function by using hypercircle inequality for data error. International Journal of Mathematics and Computers in Simulation. Vol.5, No.1 (2011), 1-8. Retrieved from: https://repository.li.mahidol.ac.th/handle/20.500.14594/11806
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Learning the value of a function by using hypercircle inequality for data error
In this paper, we briefly review Hypercircle inequality for data error (Hide) measured with square loss. We provide it in the case that the unit ball B is replaced by δB where δ is any positive number. Moreover, we also discuss some important facts of Hide for practical computation and study the problem in learning the value of a function in reproducing kernel Hilbert space (RKHS) by using the available material from Hide with different values of δ We compare our numerical experiment to the method of regularization, which is the standard method for learning problem.
