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Best way to speed up the evolutionary tree miner?
I'm interested in the ETM, since you can setup a weight for each of the four quality dimensions used for computing the quality of a resulting process tree/petri net. However, the runtime of ETM is minutes compared to algorithms like the Inductive Miner. Since I want to apply ETM to 4000+ workflow logs, the complete runtime of ETM will take me an impractical amount of time. My question is: "What is the best way to speed up ETM?".
Now I am aware of the time limit you can give ETM to run. I will check how (badly) setting this parameter to a few seconds will influence the resulting model when it comes down to the quality dimensions replay fitness, precision, generalization and simplicity.
Hopefully someone has some tips for me!
Thanks in advance.