nuclass7

Nuclass7 7.1

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  • File Size : 14.3 MB
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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 regressionapproximation 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.

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Title

Nuclass7

Author

Neural Decision Lab LLC

File Name

NuClass71.zip

File Size

14.3 MB

Requirements

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

OS

Windows2000,WinXP,Windows2003

Languages

English

Published On

2015-02-02 02:39:25

Change Log

Faster algorithms Improved feature selection

Tagged As

Neural network, Multilayer perceptron, Fast training, Validation, Classification, Nearest neighbor classifier,

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Software Information
  • 0 / from 0 votes
  • Downloads : 7
  • Views : 540
  • File Size : 14.3 MB
  • 0/55 Virus Flags
Download Nuclass7
Screenshot
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