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Nuclass7 7.1 - Fast training of classification type networks |
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Program ID: |
49794 |
Author: | Neural Decision Lab LLC All programs by this author |
Downloads: |
8 |
License: |
Freeware [?] |
Cost: |
$0.00 US |
Operating Systems: |
  
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Size: |
14628K |
Release Status: |
new |
Last Updated: |
2007-09-25 |
Our Rating: |
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Users Rating: |
 (total votes: 0)
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Feedback: |
Report broken download Report spyware [?] |
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Nuclass7 free download
 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.
Nuclass7 7.1 free download is licensed as freeware. Nuclass7 download is provided as a free to try download for all software users. Free-To-Try periodically updates pricing and software information of Nuclass7 full version from the Neural Decision Lab LLC, but some information may be out-of-date. Nuclass7 7.1 is currently the last updated version of the software. All rights for Nuclass7 are belong to the developer, Neural Decision Lab LLC.
Keywords: neural network, multilayer perceptron, fast training, validation, classification, nearest neighbor classifier, Freeware, Business, Math & Scientific Tools, Neural Decision Lab LLC, Nuclass7
Recent Changes: Faster algorithms, Improved feature selection
Install Support: Install Only
Supported Languages: English
Additional Requirements: Windows 2000 or XP, 32MB RAM, 25MB hard disk space
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