Soft Quadratic Surface Support Vector Machine for Binary Classification

DOI10.1142/S0217595916500469zbMath1354.68225WikidataQ57429425 ScholiaQ57429425MaRDI QIDQ2956867

Shu-Cherng Fang, Xiao-ling Guo, Jian Luo, Zhi-bin Deng

Publication date: 19 January 2017

Published in: Asia-Pacific Journal of Operational Research (Search for Journal in Brave)

zbMATH Keywords

quadratic optimizationdata miningsupport vector machinebinary classificationkernel-free support vector machine

Mathematics Subject Classification ID

Related Items (10)

Quadratic surface support vector machine with L1 norm regularization ⋮ \(\epsilon\)-kernel-free soft quadratic surface support vector regression ⋮ A SMOTE-based quadratic surface support vector machine for imbalanced classification with mislabeled information ⋮ Clustering via fuzzy one-class quadratic surface support vector machine ⋮ Corporate and personal credit scoring via fuzzy non-kernel SVM with fuzzy within-class scatter ⋮ Quadratic kernel-free least square twin support vector machine for binary classification problems ⋮ A kernel-free double well potential support vector machine with applications ⋮ A novel kernel-free nonlinear SVM for semi-supervised classification in disease diagnosis ⋮ Unsupervised quadratic surface support vector machine with application to credit risk assessment ⋮ A kernel-free fuzzy support vector machine with universum

Uses Software

• UCI-ml
• LIBSVM

Cites Work

• A hierarchical multiple kernel support vector machine for customer churn prediction using longitudinal behavioral data
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