nnetBuild: Constructor for nnePtR

Description Usage Arguments

View source: R/class-definition.R

Description

Constructor for nnePtR

Usage

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nnetBuild(train_input, train_outcome, nLayers = 1, nUnits = 25,
  lambda = 0.01, seed = 1234, iters = 100, optim_method = "L-BFGS-B",
  trace = FALSE)

Arguments

train_input

data frame or matrix of input features

train_outcome

vector of outcome. should be a factor

nLayers

number of hidden layers

nUnits

number of units in hidden layers. Constant across each hidden layer.

lambda

penalty term

seed

seed for initialising network

iters

number of iterations (passed to optim)

optim_method

opitimisation method (passed to optim)

trace

should report from optim be produced?


philipmgoddard/nnePtR documentation built on May 25, 2019, 5:04 a.m.