NuClass7

utility · development · http://www-ee.uta.edu/EEweb/ip/Software/Software.htm · Tucows Inc.

This is a program for development and application of classification type networks including the multilayer perceptron, functional link network, piecewise linear network, nearest neighbor classifier, self organizing map 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. Advanced features include a MLP training algorithm, input feature selection, 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.