Nuclass7 Icon

Nuclass7 7.1

Developed by - Windows - setup file NuClass71.zip (14.35 MB) - Freeware
Select a download mirror:

MD5: 646c0db0cffe5189203f101362cff9cf

All files are original. Download3K does not repack or modify downloads in any way. Check MD5 for confirmation.

Developer Description

"Fast training of classification type networks"

Freeware for fast training, validation, and application of classification type networks including the multilayer perceptron (MLP), functional link network, piecewise linear network, and nearest neighbor classifier. The self organizing map (SOM) and K-Means clustering are also included. Fast pruning algorithms create a nested sequence of different size networks, to facilitate structural risk minimization. C source code for applying trained networks is provided, so users can use networks in their own applications. User-supplied txt-format training data files, containing rows of numbers, can be of any size. Example training data is also provided. Fast VB Graphics for network classification error and SOM cluster formation are included. Extensive help files are provided in the software.
Nuclass7 is highly automated and requires very few parameter choices by the user. This version runs significantly faster. Advanced features include network sizing and feature selection. Training data can be compressed using the discrete Karhunen-Loeve' transform (KLT). This Basic version of Nuclass7 limits the MLP to 10 hidden units, the PLN to 10 clusters, and the NNC to 50 clusters. Upgradable to the commercial version, which lacks these limitations. The regression/approximation version of this software, called Numap7, is also available. Nuclass7 was developed by the Image Processing and Neural Networks Lab of Univ. of Texas at Arlington, and by Neural Decision Lab LLC.

Requirements: Windows 2000 or XP, 32MB RAM, 25MB hard disk space

What's new in this version: Faster algorithms, Improved feature selection

Antivirus information

Download3K has downloaded and tested Nuclass7 on 23 May 2012 with some of Today's best antivirus engines and you can find below, for your convenience, the scan results:

  • Avira:

    Clean

  • Kaspersky:

    Clean

  • NOD32:

    Clean
Nuclass7 Antivirus Report
Complete antivirus report
User rating
0/5 (0 votes)
Your rating
Download3k Antivirus report Clean badge