2 search results - page 1 / 1 » Text classification with kernels on the multinomial manifold |
SIGIR
2005
ACM
14 years 4 months ago
2005
ACM
Support Vector Machines (SVMs) have been very successful in text classification. However, the intrinsic geometric structure of text data has been ignored by standard kernels commo...
ICML
2004
IEEE
14 years 11 months ago
2004
IEEE
The assumptions behind linear classifiers for categorical data are examined and reformulated in the context of the multinomial manifold, the simplex of multinomial models furnishe...