Home
Name Modified Size InfoDownloads / Week
GUI for Neural Networks - monmlp 2014-09-05
0
server.R 2014-09-26 17.6 kB
0
ui.R 2014-09-26 2.7 kB
0
t-bourquin_7in_ten_no1.txt 2014-09-05 700 Bytes
0
README.txt 2014-09-05 2.2 kB
0
bourquin_7in_ten_no1.txt 2014-09-05 5.6 kB
0
LICENSE.txt 2014-09-05 35.1 kB
0
Totals: 7 Items   64.0 kB 0 
# A GUI script for monmlp
# Author:
# Mohammad Hassan Khalid: mohammad.khalid@uj.edu.pl; hassankhalid101@gmail.com
# Co-Authors:  
# Aleksander Mendyk: mfmendyk@cyf-kr.edu.pl; aleksander.mendyk@uj.edu.pl
# Adam Pacławski: adam.paclawski@uj.edu.pl
# Jakub Szlęk: j.szlek@uj.edu.pl
# License: GPLv3
# This program comes with ABSOLUTELY NO WARRANTY! USE IT AT YOR OWN RISK!
# Acknowledgment:  This work was supported by the IPROCOM Marie Curie initial training network, funded through the People Programme (Marie Curie Actions) of the European
# Union’s Seventh Framework Programme FP7/2007-2013/ under REA grant agreement No. 316555.



This is the script prepared to run a GUI version of mommlp package from R environment. monmlp is a Neural Network-based data analysis system. For more information please refer to its original manual at the CRAN repostitory:

http://cran.r-project.org/web/packages/monmlp/index.html

It requires data prepared in a manner of 1 pair of training-testing datasets in TXT files, where the last column contains the known answer to the problem (dependent variable) and previous columns are features (regressors or independent variables). The assumption is that the model is of MISO type (multiple-input-single-output)

Output shows a predicted vs observed graph with an abline.

To execute: 

Download the ui.R and server.R file in one folder. 

When running for the first time, Please copy and run the following code on R studio:

Install.packages("shiny", "multicore", "monmlp")
library("shiny)
library("multicore")
library("monmlp")


For an illustrative example, one training-test file pair has been provided. 

Please find an example of how to run the script in the example.tar.gz archive Runs on Linux and Mac 
Windows users must get rid of multicore library

##########################################################################
    This program comes with ABSOLUTELY NO WARRANTY
    This is free software, and you are welcome to redistribute it
    under certain conditions. Please find a LICENSE file to look 
    for a more detailed description of terms and conditions based on the 
    GNU GPLv3 license
##########################################################################
Source: README.txt, updated 2014-09-05