mlbench (version 2.1-3)

Glass: Glass Identification Database

Description

A data frame with 214 observation containing examples of the chemical analysis of 7 different types of glass. The problem is to forecast the type of class on basis of the chemical analysis. The study of classification of types of glass was motivated by criminological investigation. At the scene of the crime, the glass left can be used as evidence (if it is correctly identified!).

Usage

data(Glass)

Format

A data frame with 214 observations on 10 variables:

[,1]	RI	refractive index
[,2]	Na	Sodium
[,3]	Mg	Magnesium
[,4]	Al	Aluminum
[,5]	Si	Silicon
[,6]	K	Potassium
[,7]	Ca	Calcium
[,8]	Ba	Barium
[,9]	Fe	Iron
[,10]	Type	Type of glass (class attribute)

References

Newman, D.J. & Hettich, S. & Blake, C.L. & Merz, C.J. (1998). UCI Repository of machine learning databases [http://www.ics.uci.edu/~mlearn/MLRepository.html]. Irvine, CA: University of California, Department of Information and Computer Science.

Examples

# NOT RUN {
data(Glass)
summary(Glass)
# }