Tri-objective optimization-based cascade ensemble pruning for deep forest

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Junzhong Ji, Junwei Li

Published: 2023, Last Modified: 24 Dec 2024Pattern Recognit. 2023EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Coupled diversity can deal with the layer-wise relationships of cascade forest.•TOOCEP performs layer-wise pruning in deep forest throuth tri-objective optimization.•TOOCEP achieves excellent performance in terms of accuracy and pruned rate.