1107 search results - page 54 / 222 » Multi-instance tree learning |
COLT
2004
Springer
15 years 3 months ago
2004
Springer
This paper introduces a new method using dyadic decision trees for estimating a classification or a regression function in a multiclass classification problem. The estimator is bas...
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ICML
1996
IEEE
15 years 3 months ago
1996
IEEE
A learner's performance does not rely only on the representation language and on the algorithm inducing a hypothesis in this language. Also the way the induced hypothesis is ...
ESANN
2003
15 years 19 days ago
2003
: In flood management it is important to reliably estimate the discharge in a river. Hydrologists use historic data to establish a rating curve – a relationship between the water...
ACL
1997
15 years 18 days ago
1997
This paper proposes a mistake-driven mixture method for learning a tag model. The method iteratively performs two proce
ICML
2008
IEEE
16 years 2 days ago
2008
IEEE
In this paper we perform an empirical evaluation of supervised learning on highdimensional data. We evaluate performance on three metrics: accuracy, AUC, and squared loss and stud...