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benchmark (version 0.3-6)

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

102

Version

0.3-6

License

GPL (>= 2)

Last Published

May 2nd, 2014

Functions in benchmark (0.3-6)

plot.DatasetCharacterization

Visualization of dataset characteristics
characterize

Dataset characterization framework
bs.sampling

Sampling functions
fittime

Performance measures
StatlogCharacteristics

StatLog dataset characteristics
ghraw

Grasshopper domain benchmark experiment results
warehouse

Benchmark experiment warehouse
plot.TestResult

Visualization methods for (sequential) test results.
as.relation.PaircompDecision

Relations based on pairwise comparisons
as.warehouse.mlr.bench.result

Coerce objects to benchmark experiment warehouse
bsgraph0

Benchmark experiment graph
as.psychobench

Coerce benchmark experiment warehouse to preference table
paircomp

Pairwise comparison of algorithm performances
uci621raw

uci621 benchmark experiment results
TestProcedure

Test procedures infrastructure
beplot0

Benchmark experiment plot
subset.AlgorithmPerformance

Return subsets of AlgorithmPerformance objects
bsplot0

Benchmark experiment summary plot.
benchmark

Benchmark experiment setup and execution
boxplot.AlgorithmPerformance

Common visualizations of algorithm performances
as.dataset

Dataset abstraction
monks3raw

monks3 benchmark experiment results