3 search results - page 1 / 1 » Linear Programming Boosting for Uneven Datasets |
ICML
2003
IEEE
14 years 12 months ago
2003
IEEE
The paper extends the notion of linear programming boosting to handle uneven datasets. Extensive experiments with text classification problem compare the performance of a number o...
ICDM
2005
IEEE
14 years 4 months ago
2005
IEEE
We propose an algorithm to construct classification models with a mixture of kernels from labeled and unlabeled data. The derived classifier is a mixture of models, each based o...
KDD
2004
ACM
14 years 11 months ago
2004
ACM
We devise a boosting approach to classification and regression based on column generation using a mixture of kernels. Traditional kernel methods construct models based on a single...