Nuclass7 7.06


Free
14.02 MB
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Publisher Description



Nuclass7 is a free software application from the Math & Scientific Tools subcategory, part of the Business category. The app is currently available in English and it was last updated on 2005-04-06. The program can be installed on Windows2000, WinXP.

Freeware for fast training, validation, and application of classification type networks. Fast pruning algorithm creates a nested sequence of different size networks. Includes the multilayer perceptron (MLP), functional link network, piecewise linear network, nearest neighbor classifier (NNC), self organizing map (SOM) and K-Means clustering. 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. Advanced features include a fast MLP training algorithm (faster and better than BP and LM), input feature selection, pruning (elimination) of useless units (for MLP) and modules for PLN). Training and validation error are plotted versus network size. Utilities are provided for counting patterns, deleting columns, combining files, splitting files, calculating column mean and standard deviation, and plotting column histograms. Training data can be compressed using the discrete Karhunen-Loeve' transform (KLT). This freeware 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.

Nuclass7 (version 7.06) has a file size of 14.02 MB and is available for download from our website. Just click the green Download button above to start. Until now the program was downloaded 163 times. We already checked that the download link to be safe, however for your own protection we recommend that you scan the downloaded software with your antivirus.

Program Details



General

 
Publisher Neural Decision Lab LLC
Released Date 2005-04-06
Languages English

Category

 
Category Business
Subcategory Math & Scientific Tools

System requirements

 
Operating systems windows

Download information

 
File size 14.02 MB
Total downloads 163

Pricing

 
License model Free
Price N/A

Version History



Here you can find the changelog of Nuclass7 since it was posted on our website on 2015-04-26. The latest version is 7.06 and it was updated on soft112.com on 2017-02-17. See below the changes in each version:

version 7.06

posted on 2005-04-06

Improved help, Faster MLP validation, Improved feature selection






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Release Date: 2005-04-06
Publisher: Neural Decision Lab LLC
Operating System: windows