Statistical Experiments on Batch Computing Clusters
Add an algorithm to registry.
Add experiemts to the registry.
Add a problem to registry.
The BatchExperiments package
ExperimentJob
Find ids of experiments that match a query.
Generate dynamic part of problem.
Get algorithm from registry by id.
Get ids of algorithms in registry.
Get all parts required to run a single job.
Group experiments.
Get jobs (here: experiments) from registry by id.
Get problem from registry by id.
Get ids of problems in registry.
Get variable groups of reduced results.
Create parameter designs for problems and algorithms.
Construct a registry object for experiments.
Reduce results into a data.frame with all relevant information.
Reduce very many results in parallel.
Remove algorithm from registry.
Remove jobs from registry.
Remove problem from registry.
Summarize selected experiments.
Extends the BatchJobs package to run statistical experiments on batch computing clusters. For further details see the project web page.
Useful links