Benchmark Experiments Toolbox


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Documentation for package ‘benchmark’ version 0.3-1

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AlgorithmPerformance Benchmark experiment warehouse.
algperf-visualization Basic visualizations for algorithm performance measures
as.dataset A dataset abstraction to simplify the calculation of dataset...
as.relation.PaircompDecision Pairwise comparison of algorithm performances...
as.warehouse as.warehouse
as.warehouse.array4dim as.warehouse
as.warehouse.mlr.bench.result as.warehouse
benchmark Benchmark experiment execution
benchmark-comptime Dummy functions to enable fitting and prediction time as performance...
benchmark-generics Generic functions in benchmark package
benchmark-sampling Sampling functions.
beplot0 Generic functions in benchmark package
beplot0.AlgorithmPerformance Benchmark experiment plot.
beplot0.matrix Benchmark experiment plot.
boxplot.AlgorithmPerformance Basic visualizations for algorithm performance measures
bs.sampling Sampling functions.
characterize Dataset characterization framework
cv.sampling Sampling functions.
datachar-visualization Visualizations for dataset characterization
DatasetBasisCharacterization Benchmark experiment warehouse.
DatasetCharacteristics Dataset characteristics.
DatasetCharacterization Benchmark experiment warehouse.
densityplot Generic functions in benchmark package
densityplot.AlgorithmPerformance Basic visualizations for algorithm performance measures
fittime Dummy functions to enable fitting and prediction time as performance...
FriedmanTest Infrastructure for test procedures.
FriedmanTestPaircomp Infrastructure for pairwise comparisons of algorithm performances...
GenericPointPaircomp Infrastructure for pairwise comparisons of algorithm performances...
LmerTest Infrastructure for test procedures.
LmerTestPaircomp Infrastructure for pairwise comparisons of algorithm performances...
monks3raw monks3 benchmark experiment results
Paircomp Infrastructure for pairwise comparisons of algorithm performances...
paircomp Pairwise comparison of algorithm performances...
PaircompDecision Pairwise comparison of algorithm performances...
PercintTest Infrastructure for test procedures.
PercintTestPaircomp Infrastructure for pairwise comparisons of algorithm performances...
plot.DatasetCharacterization Visualizations for dataset characterization
plot.TestResult Visualization methods for (sequential) test results.
PointPaircomp Infrastructure for pairwise comparisons of algorithm performances...
predicttime Dummy functions to enable fitting and prediction time as performance...
relation_is_strict_weak_order Pairwise comparison of algorithm performances...
StatlogCharacteristics Dataset characteristics.
stripchart.AlgorithmPerformance Basic visualizations for algorithm performance measures
sub.sampling Sampling functions.
subset.AlgorithmPerformance Return subsets of AlgorithmPerformance objects...
TestPaircomp Infrastructure for pairwise comparisons of algorithm performances...
TestProcedure Infrastructure for test procedures.
TestResult Benchmark experiment warehouse.
warehouse Benchmark experiment warehouse.