Olelm.update: Update the online ELM

In ForAI: Forecasting with Artificial Intelligence

Description

Update the online ELM

Usage

Olelm.update(TrainedElm, ppredictors, ptarget)

Arguments

TrainedElm	an ELM object.
ppredictors	Data matrix (numeric) containing the input values (predictors) used to train the model.
ptarget	Response vector (numeric) used to train the model.

Value

inputWeight	Set of weights used.
biasofHN	Set of bias used.
matrixBeta	Set of weights adjusted.
matrixP	matrixP.
predictionTrain	The fitted values for the training data.
rangeweight	Used range of the random weight initialization ([-rangeweight,rangeweight].
activation	Activation function of the hidden layer neurons.
outputBias	Option whether to use the bias parameter in the output layer.
rangebias	Used range of the random bias initialization ([-rangebias,rangebias].

Author(s)

Aranildo Lima

ForAI documentation built on May 2, 2019, 6:14 p.m.