diris2D: diris2D dataset

In noisemodel: Noise Models for Classification Datasets

diris2D dataset

Description

Discretized version of the iris2D dataset.

Usage

data(diris2D)

Format

A data.frame with 103 samples (rows) and 3 variables (columns) named Petal.Length, Petal.Width and Species.

Source

Data collected by E. Anderson (1935).

References

R. A. Fisher. The use of multiple measurements in taxonomic problems. Annals of Eugenics, 7:179-188, 1936.

E. Anderson. The irises of the Gaspe Peninsula. Bulletin of the American Iris Society, 59:2-5, 1935.

See Also

iris2D, print.ndmodel, summary.ndmodel, plot.ndmodel

Examples

# load the dataset
data(diris2D)

# noise introduction
set.seed(9)
outdef <- sym_uni_ln(x = diris2D[,-ncol(diris2D)], y = diris2D[,ncol(diris2D)], level = 0.1)

# show results
summary(outdef, showid = TRUE)

noisemodel documentation built on Oct. 17, 2022, 9:05 a.m.