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Record and compare runtime of different algorithms?
hi,
I want to compare 3 different learners in a loop for the same dataset, I also want to record the runtime (e.g. in the logfile) for the learners to do the cross validation.. is there some log field that does that for one or all algorithms?
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Answers
The log operator with the operator for the algorithm selected and value set to Execution-Time.
You can do this from either the CrossValidation or from the Algorithm itself, but I would recommend putting it inside your X-Validation so you can take a count of every execution of the chosen algorithm and can later calculate average run-times.
Sample process: