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Record Model times in Rapiminer?
Contributor I
Hi
I am interested in finding out the timings for my RapidMiner models. And I am wondering if someone can please offer me some advice?
I am interested in finding:
1. Total time to train a model
2. total time to test a model
3. the total execution time of a model (I expect this time to be the sum of training and testing?)
I have looked at the Log operator but I presume that the "Process" "time" equates to the total execution time in milliseconds? There is another value called "execution-time" but this value returned a negative result for a kmeans model, which has really confused me..
Thanks
I am interested in finding out the timings for my RapidMiner models. And I am wondering if someone can please offer me some advice?
I am interested in finding:
1. Total time to train a model
2. total time to test a model
3. the total execution time of a model (I expect this time to be the sum of training and testing?)
I have looked at the Log operator but I presume that the "Process" "time" equates to the total execution time in milliseconds? There is another value called "execution-time" but this value returned a negative result for a kmeans model, which has really confused me..
Thanks
0
Answers
this thread describes the meaning of the different time values which you can log: http://rapid-i.com/rapidforum/index.php/topic,5688.0.html
For the time needed for training, you have to log a time value of the modelling operator itself (e.g. k-Means or SVM, or whatever you are using).
The the time needed for application, you have to log a time value of the Apply Model operator.
The total execution time of your model depends on your definition of "total execution time", but I would use the sum of the two previous values.
About the negative time: RapidMiner sometimes has problems with very short execution times. If the problem also persists on longer-running operators, please let us know.
Happy Logging!
~Marius