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Margin classifier

In machine learning, a margin classifier is a classifier which is able to give an associated distance from the decision boundary for each example… 
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Related topics

Related topics

15 relations
AdaBoostBoosting (machine learning)BrownBoostEuclidean distance

Broader (1)

Statistical classification

Papers overview

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2015
2015
Efficient binary classification through energy minimisation of slack variables
2015
2015
A supervised dictionary learning and discriminative weighting model for action recognition
2015
2015
A Fast Modular Method for True Variation-Aware Separatrix Tracing in Nanoscaled SRAMs
As memory density continues to grow in modern systems, accurate analysis of static RAM (SRAM) stability is increasingly important… 
2010
2010
Assessment of adequate overtaking margin (AOM) for an overtaking assistance system
On two-lane rural roads, a large number of overtaking accidents happen. In most cases fatalities or serious casualties are the… 
2009
2009
Convex sets as prototypes for classifying patterns
2005
2005
'Lean' as an Antidote to Labour Cost Escalation on Complex Mechanical and Electrical Projects
This paper represents “work-in-progress” as part of a collaborative research project being undertaken at the Centre for… 
2003
2003
Extending DTGOLOG with options
2002
2002
Incremental Learning Algorithms for Classification and Regression: local strategies
We present a new local strategy to solve incremental learning tasks. It allows to avoid re‐learning of all the parameters by… 
Highly Cited
2001
Highly Cited
2001
Development of volcanic passive margins: Two‐dimensional laboratory models
Volcanic margins are inferred to develop during lithosphere extension above mantle plumes. Continental breakup is characterized… 
Review
2000
Review
2000
Beyond the Margin
The concept of large margins is a unifying principle for the analysis of many different approaches to the classification of data… 
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