113 search results - page 1 / 23 » Estimation of Class Membership Probabilities in the Document... |
PAKDD
2007
ACM
13 years 11 months ago
2007
ACM
NIPS
2001
13 years 6 months ago
2001
This paper presents a method for obtaining class membership probability estimates for multiclass classification problems by coupling the probability estimates produced by binary c...
IJCAI
2001
13 years 6 months ago
2001
For many supervised learning tasks it is very costly to produce training data with class labels. Active learning acquires data incrementally, at each stage using the model learned...
KDD
2002
ACM
14 years 5 months ago
2002
ACM
Class membership probability estimates are important for many applications of data mining in which classification outputs are combined with other sources of information for decisi...
IJIT
2004
13 years 6 months ago
2004
A novel method of learning complex fuzzy decision regions in the n-dimensional feature space is proposed. Through the fuzzy decision regions, a given pattern's class membershi...