nnetTrainSetup: nnetTrainSetup returns a list of templates for use by forward...

Description Usage Arguments Functions

View source: R/setup.R

Description

nnetTrainSetup returns a list of templates for use by forward and back propogation functions. Far more efficient to pass templates (defined once) than redefining matrices of correct size at each iteration when optimising

Usage

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nnetTrainSetup(input, outcome, nLayers = 1, nUnits = 10, seed = 1234)

nnetTrainSetup_c(input, outcome, nLayers = 1, nUnits = 10, seed = 1234)

Arguments

input

matrix of inputs (nSamples x nFeatures)

outcome

vector of outcomes (factor)

nLayers

number of hidden layers in network

nUnits

number of units in each hidden layer

seed

seed for intilialisng parameters

Functions


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