w4k2 / stream-learn

The stream-learn is an open-source Python library for difficult data stream analysis.
https://stream-learn.readthedocs.io
GNU General Public License v3.0
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How can i get the start and the end indexes of a drift while using StreamGenerator Class ? #36

Open kndbvortex opened 1 year ago

kndbvortex commented 1 year ago

I have generated some data with drift (abrupt, gradual, recurrent, and incremental). I want to compare some drift detectors algorithm on each but for that, I need the specific starting and ending position of where the drift occurs. Any idea?

For example, between 500 to 1000 and 2000 to 2500, I think the drifts occur but I'm not sure, and for what I want to do this needs to be precise. In red we can see concept probability, in blue the stream generated and other plots are drifts detectors. image

Thanks in advance.