benchmark (version 0.3-3)

characterize: Dataset characterization framework

Description

Implements a map/reduce approach to characterize a dataset with given dataset characteristics.

Usage

characterize(x, y, verbose=FALSE, index, ...)

Arguments

x

A dataset object

y

A DatasetCharacteristics object

verbose

Show information during execution

index

Characterize only a subset

...

Ignored

Value

• The characterization matrix (1 row and as many columns as characteristics

References

See Eugster et al. (2010) in citation("benchmark").

See Also

datachar-visualization

Examples

data("iris")
ds <- as.dataset(Species ~ ., iris)
characterize(ds, StatlogCharacteristics)