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There are seven drift detection methods in scikit-multiflow: ADWIN, DDM, EDDM, HDDM_A, HDDM_W, KSWIN, PageHinkley. I have some concerns:
Can we use all of them for concept drift?
Can we use all of them for both abrupt and gradual concept drift?
I did not find something in the documentation to distinguish between the methods based on the type of drift (Abrupt or gradual)
The text was updated successfully, but these errors were encountered:
RafiullahOmar
changed the title
Questions and Concerns Regarding Sklearn Drift Detection Methods for Concept Drift
Classification of Sklearn Drift Detection Methods Based on Drift Types
Dec 1, 2023
There are seven drift detection methods in scikit-multiflow: ADWIN, DDM, EDDM, HDDM_A, HDDM_W, KSWIN, PageHinkley. I have some concerns:
I did not find something in the documentation to distinguish between the methods based on the type of drift (Abrupt or gradual)
The text was updated successfully, but these errors were encountered: