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mbafrani / AutomaticProcessSimulation

Automatic process simulation using Simpy and Pm4py.
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Service time: remove outlier #3

Closed mbafrani closed 4 years ago

mbafrani commented 4 years ago

When calculating service time of each activity, remove the outliers.

RaviSingh95 commented 4 years ago

updated the simulation_activity file with the new method which removes the outliers from the service time calculation for each activity. checked with bigger data set 'BPI_Example_2012.xes' it works fine, the only problem is, it takes some time for the IQR calculation for each activity. for now, it seems good, but still, if the original logs are cleaned we don't need this function.