44 search results - page 9 / 9 » Interpretable Piecewise Linear Classifier |
114
click to vote
JMLR
2008
14 years 11 months ago
2008
We consider the problem of learning classifiers in structured domains, where some objects have a subset of features that are inherently absent due to complex relationships between...
101
click to vote
JMLR
2002
14 years 11 months ago
2002
When constructing a classifier, the probability of correct classification of future data points should be maximized. We consider a binary classification problem where the mean and...
ICML
2010
IEEE
15 years 20 days ago
2010
IEEE
We propose a max-margin formulation for the multi-label classification problem where the goal is to tag a data point with a set of pre-specified labels. Given a set of L labels, a...
115
click to vote
CSL
2006
Springer
14 years 11 months ago
2006
Springer
Support vector machines (SVMs) have proven to be a powerful technique for pattern classification. SVMs map inputs into a high dimensional space and then separate classes with a hy...