## ----include = FALSE----------------------------------------------------------
knitr::opts_chunk$set(
  collapse = TRUE,
  comment = "#>"
)

## ----setup--------------------------------------------------------------------
library(symbolicr)
out.folder<-'regression'
max.formula.len=3
K=20
N=50

x1<-runif(100, min=2, max=67)
x2<-runif(100, min=0.01, max=0.1)
X <- data.frame(x1=x1, x2=x2)

y <- log10(x1^2*x2) + rnorm(100, 0, 0.001)