405 search results - page 41 / 81 » Binary Classification Trees for Multi-class Classification P... |
87
Voted
KDD
2003
ACM
15 years 11 months ago
2003
ACM
Classification trees are widely used in the machine learning and data mining communities for modeling propositional data. Recent work has extended this basic paradigm to probabili...
103
Voted
ICCV
2005
IEEE
15 years 4 months ago
2005
IEEE
For years, researchers in face recognition area have been representing and recognizing faces based on subspace discriminant analysis or statistical learning. Nevertheless, these a...
120
Voted
FLAIRS
2004
15 years 7 days ago
2004
Most decision tree induction methods used for extracting knowledge in classification problems are unable to deal with uncertainties embedded within the data, associated with human...
TSMC
2008
14 years 10 months ago
2008
Abstract--Practical applications call for efficient model selection criteria for multiclass support vector machine (SVM) classification. To solve this problem, this paper develops ...
ICDM
2010
IEEE
14 years 8 months ago
2010
IEEE
Abstract--Recently, the following discrimination aware classification problem was introduced: given a labeled dataset and an attribute , find a classifier with high predictive accu...