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    Nuclass7 7.1 - Detailed Description Page

    Click to view Nuclass7 7.1 screenshot

    Program ID:

    49794

    Author:

    Neural Decision Lab LLC     All programs by this author

    Downloads:

    185

    License:

    Freeware [?]

    Cost:

    $0.00 US

    Operating Systems:

    win2000 winxp winserver

    Size:

    14628K

    Release Status:

    new

    Last Updated:

    2007-09-25

    Our Rating:

    Not rated yet...

    Users Rating:

    not rated yet     (total votes: 0)

    Feedback:

    Report broken download     Report spyware [?]

    Free download Nuclass7 7.1

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    Nuclass7 iconFreeware 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 business, math & scientific tools software developed by Neural Decision Lab LLC. The license of this business, math & scientific tools software is freeware, the price is 0.00, you can free download and get a free trial before you buy a license or registration. All Nuclass7 7.1 download links are direct Nuclass7 full download from Neural Decision Lab LLC site or their selected mirrors.

    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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