Pruned committee neural network based on accuracy and diversity trade-off for permeability prediction

Committee Machine (CM) or ensemble introduces a machine learning technique that aggregates some learners or experts to improve generalization performance compared to single member. The constructed CMs are sometimes unnecessarily large and have some drawbacks such as using extra memories, computation...

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Bibliographic Details
Main Authors: Kenari, Seyed Ali Jafari, Mashohor, Syamsiah
Format: Article
Language:English
Published: OMICS International 2014
Online Access:http://psasir.upm.edu.my/id/eprint/35100/1/35100.pdf