Classification with guaranteed probability of error
From MaRDI portal
Publication:1959590
DOI10.1007/s10994-010-5183-xzbMath1470.68089OpenAlexW2108728249MaRDI QIDQ1959590
Publication date: 7 October 2010
Published in: Machine Learning (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1007/s10994-010-5183-x
convex optimizationcomputational learning theoryinvariant statisticsguaranteed generalization errorternary-valued classifiers
Classification and discrimination; cluster analysis (statistical aspects) (62H30) Convex programming (90C25) Learning and adaptive systems in artificial intelligence (68T05)
Related Items
On Conditional Risk Assessments in Scenario Optimization, Unnamed Item, Wait-and-judge scenario optimization, Risk and complexity in scenario optimization
Uses Software
Cites Work
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Generalization bounds for averaged classifiers
- Theory of statistics
- Tolerance Regions
- Generalized Tolerance Limits
- Necessary and sufficient conditions for the pointwise convergence of nearest neighbor regression function estimates
- 10.1162/jmlr.2003.3.4-5.723
- Classification with reject option
- On optimum recognition error and reject tradeoff
- Convex Analysis
- Determination of Sample Sizes for Setting Tolerance Limits
- Non-Parametric Estimation II. Statistically Equivalent Blocks and Tolerance Regions--The Continuous Case
- Sequentially Determined Statistically Equivalent Blocks
- A Measure of Asymptotic Efficiency for Tests of a Hypothesis Based on the sum of Observations
- Nonparametric Tolerance Regions
- An Extension of Wilks' Method for Setting Tolerance Limits
- Machine Learning: ECML 2003