I tried to plot the 'performance_overtime' and am puzzled because the time frame on the x-axis is much smaller than the actual training time I defined in the parameter 'time_left_for_this_task'.
The defined runtime was ~550min, but the chart (and also the underlying data frame) only shows a time frame of ~300min.
Can you tell me why this is the case? Does it have something to do with the offline and online phase of AutoSklearn?
PS: I noticed that in the documentation there is no mention of the 'performance_overtime' attribute for the AutoSklearn2Classifier class, maybe that's the reason? I was just wondering because you can call the attribute even if it's not listed in the documentation.
Hello everyone,
I tried to plot the 'performance_overtime' and am puzzled because the time frame on the x-axis is much smaller than the actual training time I defined in the parameter 'time_left_for_this_task'. The defined runtime was ~550min, but the chart (and also the underlying data frame) only shows a time frame of ~300min. Can you tell me why this is the case? Does it have something to do with the offline and online phase of AutoSklearn?
PS: I noticed that in the documentation there is no mention of the 'performance_overtime' attribute for the AutoSklearn2Classifier class, maybe that's the reason? I was just wondering because you can call the attribute even if it's not listed in the documentation.
Thanks for the help!