WaveformDatabaseGenerator
OpenML dataset with id 4551
Author name not available (Why is that?)
Full work available at URL: https://api.openml.org/data/v1/download/1798820/WaveformDatabaseGenerator.arff
Upload date: 17 February 2016
Dataset Characteristics
Number of features: 22 (numeric: 22, symbolic: 0 and in total binary: 0 )
Number of instances: 5,000
Number of instances with missing values: 0
Number of missing values: 0
Abstract: CART book's waveform domains Source:
Original Owners:
Breiman,L., Friedman,J.H., Olshen,R.A., & Stone,C.J. (1984). Classification and Regression Trees. Wadsworth International Group: Belmont, California. (see pages 43-49).
Donor:
David Aha
Data Set Information:
Notes: -- 3 classes of waves -- 21 attributes, all of which include noise -- See the book for details (49-55, 169) -- waveform.data.Z contains 5000 instances
Attribute Information:
-- Each class is generated from a combination of 2 of 3 "base" waves -- Each instance is generated f added noise (mean 0, variance 1) in each attribute -- See the book for details (49-55, 169)
Relevant Papers:
Leo Breiman, Jerome H. Friedman, Adam Olshen, Jonathan Stone. "Classification and Regression Trees." 1984. [Web Link]
Citation Request:
Please refer to the Machine Learning Repository's citation policy
This page was built for dataset: WaveformDatabaseGenerator
