3050 search results - page 303 / 610 » On-line Algorithms in Machine Learning |
170
click to vote
IJCAI
1989
15 years 7 months ago
1989
A new decision tree learning algorithm called IDX is described. More general than existing algorithms, IDX addresses issues of decision tree quality largely overlooked in the arti...
165
click to vote
JALC
2007
15 years 6 months ago
2007
Inspired by the results obtained in the string case, we present in this paper the extension of the correction queries to regular tree languages. Relying on Angluin’s and Sakakib...
161
click to vote
ICML
2006
IEEE
16 years 7 months ago
2006
IEEE
When given a small sample, we show that classification with SVM can be considerably enhanced by using a kernel function learned from the training data prior to discrimination. Thi...
160
click to vote
ICML
1996
IEEE
16 years 7 months ago
1996
IEEE
This paper discusses issues related to Bayesian network model learning for unbalanced binary classification tasks. In general, the primary focus of current research on Bayesian ne...
165
click to vote
ICML
2002
IEEE
16 years 7 months ago
2002
IEEE
This paper addresses cost-sensitive classification in the setting where there are costs for measuring each attribute as well as costs for misclassification errors. We show how to ...