Targeted Local Support Vector Machine for Age-Dependent Classification

DOI10.1080/01621459.2014.881743zbMath1368.62272OpenAlexW2148943443WikidataQ34281421 ScholiaQ34281421MaRDI QIDQ4975568

Yuanjia Wang, Karen Marder, Tianle Chen, Huaihou Chen, Donglin Zeng

Publication date: 7 August 2017

Published in: Journal of the American Statistical Association (Search for Journal in Brave)

Full work available at URL: http://europepmc.org/articles/pmc4183366

zbMATH Keywords

reproducing kernel Hilbert spacelocal smoothingstatistical learningHuntington's diseaserisk bound

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Applications of statistics to biology and medical sciences; meta analysis (62P10) Learning and adaptive systems in artificial intelligence (68T05)

Related Items (3)

Query-dependent ranking and its asymptotic properties ⋮ Time-varying Hazards Model for Incorporating Irregularly Measured, High-Dimensional Biomarkers ⋮ Unnamed Item

Cites Work

• Support vector machines with applications
• Fast rates for support vector machines using Gaussian kernels
• Local Rank Inference for Varying Coefficient Models
• On ψ-Learning
• Combining Predictors for Classification Using the Area under the Receiver Operating Characteristic Curve

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