Nuclass 7.06a Description:

Nuclass is a freeware software 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.

Related searches:

fast defrag freeware

Nuclass security information

You cannot download any crack or serial number for Nuclass on this page. Every software that you are able to download on our site is legal. There is no crack, serial number, hack or activation key for Nuclass present here. Our collection also doesn't contain any keygens, because keygen programs are being used in illegal ways which we do not support. All software that you can find here is freely downloadable and legal.

Nuclass installation package is prepared to be downloaded from our fast download servers. It is checked for possible viruses and is proven to be 100% clean and safe. Various leading antiviruses have been used to test Nuclass, if it contains any viruses. No infections have been found and downloading Nuclass is completelly problem free because of that reason. Our experts on malware detection tested Nuclass with various spyware and malware detection programs, including fyxm.net custom malware and spyware detection, and absolutelly no malware or spyware was found in Nuclass.

All software that you can find on our servers, including Nuclass, is either freeware, shareware or open-source, some of the software packages are demo, trial or patch versions and if possible (public domain licence), we also host official full versions of software.

Because we want to be one of the fastest download sites on the web, we host all the software including Nuclass on our servers. You cannot find here any torrents or download links that would lead you to dangerous sites.

Fyxm.net does support free software, however we do not support warez or illegal downloads. Warez is harming producers of the software.

Enjoy!