Poly: Polynomial Basis

In XiaoqiLu/PhD-Thesis: Regularized Q-Learning

Description

Poly() is a utility function for polynomial transform.

Usage

Poly(x, degree = 1, interaction_only = TRUE, include_bias = TRUE)

Arguments

x	a data matrix, where rows are observations and columns are dimensions.
degree	degree of polynomial.
interaction_only	if TRUE, only interactions (products of distinct features) are produced.
include_bias	if TRUE, include a column of ones

Value

transformed matrix

Examples

x <- cbind(c(0, 1, 0, 1), 1 : 4)
Poly(x, degree = 2)

XiaoqiLu/PhD-Thesis documentation built on March 1, 2021, 10:49 a.m.