Closed AleksanderBak closed 10 months ago
Currently in the experiments we are using the BaggingClassifier provided by river.ml based on: https://www.researchgate.net/publication/2453583_Online_Bagging_and_Boosting. It would be worthwhile to prepare an implementation of MOOB i.e. an improved version of Online Bagging classifier described here: https://www.ijcai.org/Proceedings/16/Papers/302.pdf. This will be valuable both in terms of performance comparison with pure OB and also with CBCE and ARF.
Closed via #31
rswc
commented
10 months ago rswc
commented
10 months ago
Currently in the experiments we are using the BaggingClassifier provided by river.ml based on: https://www.researchgate.net/publication/2453583_Online_Bagging_and_Boosting. It would be worthwhile to prepare an implementation of MOOB i.e. an improved version of Online Bagging classifier described here: https://www.ijcai.org/Proceedings/16/Papers/302.pdf. This will be valuable both in terms of performance comparison with pure OB and also with CBCE and ARF.