3716 search results - page 610 / 744 » On the monotonization of the training set |
202
click to vote
PAKDD
2000
ACM
15 years 10 months ago
2000
ACM
Combining multiple global models (e.g. back-propagation based neural networks) is an effective technique for improving classification accuracy by reducing a variance through manipu...
161
click to vote
PRICAI
2000
Springer
15 years 10 months ago
2000
Springer
Abstract. This paper reports our comparative evaluation of three machine learning methods on Chinese text categorization. Whereas a wide range of methods have been applied to Engli...
175
click to vote
CAIP
1995
Springer
15 years 10 months ago
1995
Springer
The Point Distribution Model (PDM) has already proved useful for many tasks involving the location or tracking of deformable objects. A principal limitation lies in the fact that n...
198
click to vote
CICLING
2010
Springer
15 years 9 months ago
2010
Springer
We present a new ensemble method that uses Entropy Guided Transformation Learning (ETL) as the base learner. The proposed approach, ETL Committee, combines the main ideas of Baggin...
196
click to vote
AAAI
2007
15 years 8 months ago
2007
Recently the problem of dimensionality reduction has received a lot of interests in many fields of information processing. We consider the case where data is sampled from a low d...