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benchmark (version 0.3-4)

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

0.3-4

License

GPL (>= 2)

Maintainer

Manuel A. Eugster

Last Published

March 16th, 2012

Functions in benchmark (0.3-4)

fittime

Performance measures
ghraw

Grasshopper domain benchmark experiment results
as.dataset

Dataset abstraction
bsgraph0

Benchmark experiment graph
StatlogCharacteristics

StatLog dataset characteristics
as.psychobench

Coerce benchmark experiment warehouse to preference table
benchmark

Benchmark experiment setup and execution
warehouse

Benchmark experiment warehouse
as.relation.PaircompDecision

Relations based on pairwise comparisons
plot.DatasetCharacterization

Visualization of dataset characteristics
paircomp

Pairwise comparison of algorithm performances
boxplot.AlgorithmPerformance

Common visualizations of algorithm performances
uci621raw

uci621 benchmark experiment results
subset.AlgorithmPerformance

Return subsets of AlgorithmPerformance objects
bs.sampling

Sampling functions
characterize

Dataset characterization framework
TestProcedure

Test procedures infrastructure
bsplot0

Benchmark experiment summary plot.
as.warehouse.mlr.bench.result

Coerce objects to benchmark experiment warehouse
monks3raw

monks3 benchmark experiment results
plot.TestResult

Visualization methods for (sequential) test results.
beplot0

Benchmark experiment plot