train: Trains a GMDH model which solves the y=f(x) regression task.

In pzawistowski/rGMDH: An implementation of the Group Method of Data Handling regression method.

Description

Trains a GMDH model which solves the y=f(x) regression task.

Usage

train(x, y, M = ncol(x), val.size = 0.25)

Arguments

x	a matrix with independent (input) variables
y	a numeric vector with the dependent (output) variable
M	the number of polynomials which get selected at the end of i-th iteration, and are processed durint iteration i+1
val.size	fraction of the available data used for validation

Value

a trained GMDH model - an object of class 'gmdh'

pzawistowski/rGMDH documentation built on May 26, 2019, 11:35 a.m.