AdaptiveRandomForestRE, user could turn off resampling.

Waikato / moa

MOA is an open source framework for Big Data stream mining. It includes a collection of machine learning algorithms (classification, regression, clustering, outlier detection, concept drift detection and recommender systems) and tools for evaluation.

http://moa.cms.waikato.ac.nz/

GNU General Public License v3.0

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AdaptiveRandomForestRE, user could turn off resampling. #236

Closed pass-always closed 3 years ago

pass-always commented 3 years ago

Comparing with the original AdaptiveRandomForest, AdaptiveRandomForestRE with an extra option to turn off resampling function. The original is a classifier designed to deal with imbalanced datasets.

hmgomes commented 3 years ago

Hi @pass-always

The streamBalanceOption could be added to the AdaptiveRandomForest class. Another option is that AdaptiveRandomForestRE extends the AdaptiveRandomForest class to include the functionality.

Regards, Heitor