LOWESSPred: RFLOWESS Prediction

In AndrewjSage/RFLOWESS: A robust approach to random forest regression

Description

Function to obtain LOWESSRF prediction using case weights for OOB predictions and test predictions by calling Compute_deltas

Usage

LOWESSPred(OOBWeights, PredWeights, TRAINY, alpha = 6, method = "Tukey",
  tol = 10^-6)

Arguments

OOBWeights	matrix of OOB training case weights
PredWeights	ntest by ntrain matrix of prediction case weights
TRAINY	vector of training case response values
method	should Tukey or Huber weighting function be used?
tol	maximal tolerance for change between iterations
maxiter	maximum number of iterations

Value

returns a list containing 1- vector of LOWESSRF predictions 2- vector of adjusted case weights 3- number of iterations

AndrewjSage/RFLOWESS documentation built on May 26, 2019, 6:38 a.m.