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Nuclass7 7.06a

Nuclass7 7.06a

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. Download Nuclass7 7.06a by Neural Decision Lab LLC

Publisher: Neural Decision Lab LLC
License: Freeware
Price: USD $0.00
Filesize: 14.1 MB
Date Added: 10/08/2008

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.

PCWin Note: Nuclass7 7.06a download version indexed from servers all over the world. There are inherent dangers in the use of any software available for download on the Internet. PCWin free download center makes no representations as to the content of Nuclass7 7.06a version/build is accurate, complete, virus free or do not infringe the rights of any third party. PCWin has not developed this software Nuclass7 7.06a and in no way responsible for the use of the software and any damage done to your systems. You are solely responsible for adequate protection and backup of the data and equipment used in connection with using software Nuclass7 7.06a.

Platform: Windows 2000, Windows, Windows XP

Category: Business & Finance / Personal Finance


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Nuclass7 - Freeware for fast training, validation, and application of neural and conventional classifiers including MLP, functional link net, piecewise linear net, nearest neighbor classifier, self organizing map. Extensive help. C source for trained nets
MLP-Class - Source code for fast training of multilayer perceptron classifier. Data files included. Source code for applying the trained network. Resulting networks can be pruned by NuClass7.06. For winzip password: http://www-ee.uta.edu/eeweb/ip/Software.htm.
Numap7 7.06a - Freeware for fast training, validation, and application of regression/approximation networks including the multilayer perceptron (MLP), functional link network, and piecewise linear network.
Numap7 - Freeware for fast training, validation, and application of regression/approximation networks including the multilayer perceptron (MLP), functional link network, ordered functional link network, and piecewise linear network.

More Software of "Neural Decision Lab LLC"

MLP-Class - Source code for fast training of multilayer perceptron classifier. Data files included. Source code for applying the trained network. Resulting networks can be pruned by NuClass7.06. For winzip password: http://www-ee.uta.edu/eeweb/ip/Software.htm.
MLP-Map - Source code for training of multilayer perceptron for approximation. Data files included. Source code for applying the trained network. Resulting networks can be pruned by NuMap7.06. For winzip password: http://www-ee.uta.edu/eeweb/ip/Software.htm.
Nuclass7 - Freeware for fast training, validation, and application of neural and conventional classifiers including MLP, functional link net, piecewise linear net, nearest neighbor classifier, self organizing map. Extensive help. C source for trained nets
Numap7 - Freeware for fast training, validation, and application of regression/approximation networks including the multilayer perceptron (MLP), functional link network, ordered functional link network, and piecewise linear network.
Numap7 7.06a - Freeware for fast training, validation, and application of regression/approximation networks including the multilayer perceptron (MLP), functional link network, and piecewise linear network.
 

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