Nuclass7 7.04
Fast training pruning of neural conventional classifiersFreeware for fast development and application of classification type networks including the multilayer perceptron (MLP), functional link network, piecewise linear network, nearest neighbor classifier (NNC), self organizing map (SOM) and K-Means clustering. 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. Although principally aimed at scientists and engineers, Nuclass7 is highly automated and requires very few parameter choices by the user. Advanced features include a fast MLP training algorithm (faster than BP and better than LM), input feature selection, pruning (elimination) of useless units (for MLP) and modules for PLN). Utilities are provided for counting patterns, deleting columns, combining files, splitting files, calculating column mean and standard deviation, and plotting column histograms. Training data can be compressed using the discrete Karhunen-Loeve' transform (KLT). This freeware version of Nuclass7 limits the MLP to 10 hidden units, the PLN to 10 clusters, and the NNC to 50 clusters. The commercial version, which lacks these limitations, is also available for those who need it. 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.
Conclusion
To conclude Nuclass7 works on Windows 2000 operating system(s) and can be easily downloaded using the below download link according to Shareware license. Nuclass7 download file is only 13.37 MB in size.Nuclass7 was filed under the General Education category and was reviewed in softlookup.com and receive 5/5 Score.
Nuclass7 has been tested by our team against viruses, spyware, adware, trojan, backdoors and was found to be 100% clean. We will recheck Nuclass7 when updated to assure that it remains clean.
Nuclass7 user Review
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| Category: | General Education |
| Publisher: | www-ee.uta.edu |
| Last Updated: | 03/09/2019 |
| Requirements: | Not specified |
| License: | Shareware |
| Operating system: | Windows 2000 |
| Hits: | 507 |
| File size: | 13.37 MB |
| Price: | Not specified |
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