ELMR: Extreme Machine Learning (ELM)

Training and prediction functions are provided for the Extreme Learning Machine algorithm (ELM). The ELM use a Single Hidden Layer Feedforward Neural Network (SLFN) with random generated weights and no gradient-based backpropagation. The training time is very short and the online version allows to update the model using small chunk of the training set at each iteration. The only parameter to tune is the hidden layer size and the learning function.

Getting started

Package details

AuthorAlessio Petrozziello [aut, cre]
MaintainerAlessio Petrozziello <alessio.petrozziello@port.ac.uk>
LicenseGPL-2 | GPL-3
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:

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ELMR documentation built on May 2, 2019, 2:20 a.m.