RotpBART: Rotation BART for classification

In DongyueXie/bCART: Explore variants of Bayesian trees.

Description

Rotation BART for classification

Usage

RotpBART(X, y, x.test, cutoff = 0.5, k = 2, binaryOffset = NULL,
  power = 2, base = 0.95, w = rep(1, length(y)), ntree = 50,
  ndpost = 700, nskip = 300, Tmin = 2, printevery = 100,
  p_modify = c(0.5, 0.5, 0), save_trees = F, rule = "bart",
  p_split = "CGM", rotate = "rr", srpk = 2 * ncol(X))

Arguments

rotate	'rr'='random rotation”,'rraug'='random rotation+augmentation','srp'='sparse random projection'
srpk	the number of cols of sparse projection matrix
Others	See ?BARTr

Value

See ?BARTr

DongyueXie/bCART documentation built on Feb. 4, 2020, 12:26 a.m.