DGP/2 is an improvement of DGP. It allows for additional parameters and automates the setting of the standard deviation parameter, which is not easily done by the user. In particular, DGP/2 allows for variation in the number of instances, the number of features, the range of feature values, the number of peaks, the percent of positive instances desired and a radius around the peaks that these instances will fall within (this controls instance density, and determines the standard deviation value for the normal distribution function).
The companion file is a Common Lisp demonstration file that generates knight-pin Chess end-game samples. Start up Lisp and load the file. It generates ...
multivariate, generator, classificationThe file animals.c is a data generator of structured instances representing quadruped animals as used by Gennari, Langley, and Fisher (1989) to evaluate...
multivariate, generator, classificationThis simple domain contains 7 Boolean attributes and 10 concepts, the set of decimal digits. Recall that LED displays contain 7 light-emitting diodes -...
multivariate, generator, classificationNotes: -- 3 classes of waves -- 40 attributes, all of which include noise -- The latter 19 attributes are all noise attributes with me...
multivariate, generator, classificationNotes: -- 3 classes of waves -- 21 attributes, all of which include noise -- See the book for details (49-55, 169) -- waveform.data....
multivariate, generator, classification