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Fast training of classification type networks

Rating: Rating: 3.5 stars
Nuclass7 screenshot medium

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.

Nuclass7 is a business program that works under windows xp, . It is Free so you can download it and share it with your friends. Estimated download time for Nuclass7 on a common adsl connection is less than a minute. Version 7.1 was released four thousand six hundred seventy two days ago by . Click the green download button to download it now.

Windows XP
Freeware   Release date:    Version: 7.1   Size: 14.29 Mb

This program was released four thousand six hundred seventy two days ago and it has been downloaded by 87 users, zero times last week and zero times this week. There are no facebook messages. You can write your own now. This program or game is searched also as nuclass7, nuclass7 7.1
Its rating is 70%.