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benchmark (version 0.3-5)

Benchmark Experiments Toolbox

Description

The benchmark package provides a toolbox for setup, execution and analysis of benchmark experiments. Main focus is the analysis of data accumulating during the execution -- one primary objective is the statistical correct computation of the candidate algorithms' order.

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Version

Install

install.packages('benchmark')

Monthly Downloads

21

Version

0.3-5

License

GPL (>= 2)

Maintainer

Manuel A. Eugster

Last Published

December 3rd, 2012

Functions in benchmark (0.3-5)

bsgraph0

Benchmark experiment graph
ghraw

Grasshopper domain benchmark experiment results
boxplot.AlgorithmPerformance

Common visualizations of algorithm performances
bs.sampling

Sampling functions
as.dataset

Dataset abstraction
fittime

Performance measures
benchmark

Benchmark experiment setup and execution
plot.TestResult

Visualization methods for (sequential) test results.
monks3raw

monks3 benchmark experiment results
bsplot0

Benchmark experiment summary plot.
warehouse

Benchmark experiment warehouse
plot.DatasetCharacterization

Visualization of dataset characteristics
as.relation.PaircompDecision

Relations based on pairwise comparisons
TestProcedure

Test procedures infrastructure
subset.AlgorithmPerformance

Return subsets of AlgorithmPerformance objects
uci621raw

uci621 benchmark experiment results
characterize

Dataset characterization framework
as.warehouse.mlr.bench.result

Coerce objects to benchmark experiment warehouse
beplot0

Benchmark experiment plot
StatlogCharacteristics

StatLog dataset characteristics
as.psychobench

Coerce benchmark experiment warehouse to preference table
paircomp

Pairwise comparison of algorithm performances