Choquet integral logistic regression algorithm based on L-mesure and γ-support

• Published in: 2008 International Conference on Wavelet Analysis and Pattern Recognition Vol. 2; pp. 771 - 776
• Main Authors: Hsiang-Chuang Liu, Yu-Du Jheng, Guey-Shya Chen, Bai-Cheng Jeng
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.08.2008
• Subjects: Artificial neural networks; Classification algorithms; Equations; Fuzzy measure; hoquet integral; L-measure; Logistics; Mathematical model; Support vector machines; Wavelet analysis; γ-support; λ-measure

Logistic regression algorithm and SVM algorithm are two well-known classification algorithms but when the multi-collinearity between independent variables occurs in above two algorithms, their classifying performance will always be not good. An improved classification algorithm combining the Choquet...