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EACL
2006
ACL Anthology
14 years 11 months ago
Making Tree Kernels Practical for Natural Language Learning
In recent years tree kernels have been proposed for the automatic learning of natural language applications. Unfortunately, they show (a) an inherent super linear complexity and (...
Alessandro Moschitti
FUIN
2007
95views more  FUIN 2007»
14 years 9 months ago
Compositional Systems over Reducible Networks
Abstract. In the paper two notions related to local (distributed) computations are identified and discussed. The first one is the notion of reducible graphs. A graph is reducible...
Antoni W. Mazurkiewicz
59
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ECML
2007
Springer
15 years 3 months ago
Using Secondary Knowledge to Support Decision Tree Classification of Retrospective Clinical Data
Dympna O'Sullivan, William Elazmeh, Szymon Wilk, K...
ROCAI
2004
Springer
15 years 3 months ago
An Empirical Evaluation of Supervised Learning for ROC Area
We present an empirical comparison of the AUC performance of seven supervised learning methods: SVMs, neural nets, decision trees, k-nearest neighbor, bagged trees, boosted trees,...
Rich Caruana, Alexandru Niculescu-Mizil

Book
796views
16 years 8 months ago
Introduction to Machine Learning
This is an introductory book about machine learning. Notice that this is a draft book. It may contain typos, mistakes, etc. The book covers the following topics: Boolean Functio...
Nils J. Nilsson