waveDataset1500: Wave dataset

In fabMix: Overfitting Bayesian Mixtures of Factor Analyzers with Parsimonious Covariance and Unknown Number of Components

Description

A subset of 1500 randomly sampled observations from the wave dataset (version 1), available from the UCI machine learning repository. It contains 3 classes of waves (variable class with values “1”, “2” and “3”) and 21 attributes. Each class is generated from a combination of 2 of 3 base waves with noise.

Usage

data(waveDataset1500)

Format

A data frame with 1500 rows and 22 columns. The first column denotes the class of each observation.

Source

https://archive.ics.uci.edu/ml/datasets/Waveform+Database+Generator+(Version+1)

References

Lichman, M. (2013). UCI Machine Learning Repository http://archive.ics.uci.edu/ml. Irvine, CA: University of California, School of Information and Computer Science.

Breiman,L., Friedman,J.H., Olshen,R.A. and Stone,C.J. (1984). Classification and Regression Trees. Wadsworth International Group: Belmont, California.

fabMix documentation built on Feb. 20, 2020, 1:09 a.m.