Diverse classifiers ensemble based on GMDH-type neural network algorithm for binary classification

DOI10.1080/03610918.2019.1697451OpenAlexW2995384745MaRDI QIDQ5082990

Erdem Karabulut, Reha Alpar, Merve Kasikci, Osman Dag

Publication date: 21 June 2022

Published in: Communications in Statistics - Simulation and Computation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610918.2019.1697451

zbMATH Keywords

Monte Carlo simulationmachine learning algorithmstwo-label classification

Mathematics Subject Classification ID

Statistics (62-XX)

Uses Software

• MASS (R)
• boot
• e1071
• glmnet
• randomForest
• MixAll
• GMDH2

Cites Work

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• Data. A collection of problems from many fields for the student and research worker
• Statistical Analysis of Financial Data in S-Plus
• Ensemble of penalized logistic models for classification of high-dimensional data
• Variable selection in classification model via quadratic programming

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