benchmark (version 0.3-6)

characterize: Dataset characterization framework

Description

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

Usage

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

Arguments

x

A dataset object

y

A DatasetCharacteristics object; e.g., StatlogCharacteristics

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

Other dataset.characterization: StatlogCharacteristics; as.dataset; plot.DatasetCharacterization

Examples

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