15586 waveform-5000 Public 53 2014-01-06T22:23:37Z **Author**: Breiman,L., Friedman,J.H., Olshen,R.A., & Stone,C.J. **Source**: [UCI](http://archive.ics.uci.edu/ml/datasets/waveform+database+generator+(version+2)) - 1988 **Please cite**: [UCI](http://archive.ics.uci.edu/ml/citation_policy.html) **Waveform Database Generator** Generator generating 3 classes of waves. Each class is generated from a combination of 2 of 3 "base" waves. For details, see Breiman,L., Friedman,J.H., Olshen,R.A., and Stone,C.J. (1984). Classification and Regression Trees. Wadsworth International, pp 49-55, 169. Note: There is [an earlier version](http://archive.ics.uci.edu/ml/datasets/Waveform+Database+Generator+(Version+1)) of this dataset that only has 21 attributes (it does not add the 19 noise features). ### Attribute Information 40 attributes describing the waveform, all of which include noise. The latter 19 attributes are all noise attributes with mean 0 and variance 1. 1 ARFF class 1 https://www.openml.org/data/download/60/dataset_60_waveform-5000.arff 1 waveform-5000 active 2014-01-06T22:23:37Z public