Nuclass7 7.06
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Size |
13.37 MB |
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License |
Freeware |
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Price |
0 USD |
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Category |
Software Development / Others |
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Operating System |
Windows2000,WinXP |
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Developer |
Neural Decision Lab LLC |
Nuclass7 7.06 Review
Nuclass7 is highly automated and requires very few parameter choices by the user. Advanced features include a fast MLP training algorithm (faster and better than BP and LM), input feature selection, pruning (elimination) of useless units (for MLP) and modules for PLN). Training and validation error are plotted versus network size. 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. 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.
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Program system requirements: Windows 2000 or XP, 32MB RAM, 25MB hard disk space New in this version: Improved help, Faster MLP validation, Improved feature selection |
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Screenshot:
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Download NowFile size 13.37 MB |
| neural network,
multilayer perceptron,
fast training,
validation,
classification,
nearest neighbor classifier,
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