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Learn++.MT: A New Approach to Incremental Learning
[chapter]
2004
Lecture Notes in Computer Science
An ensemble of classifiers based algorithm, Learn++, was recently introduced that is capable of incrementally learning new information from datasets that consecutively become available, even if the new data introduce additional classes that were not formerly seen. The algorithm does not require access to previously used datasets, yet it is capable of largely retaining the previously acquired knowledge. However, Learn++ suffers from the inherent "out-voting" problem when asked to learn new
doi:10.1007/978-3-540-25966-4_5
fatcat:5q5pdgi3yrfnvl4hkcmin3io6e