572 search results - page 5 / 115 » Isotonic Classification Trees |
ISMIS
2000
Springer
13 years 11 months ago
2000
Springer
This paper is devoted to the problem of learning to predict ordinal (i.e., ordered discrete) classes using classification and regression trees. We start with S-CART, a tree inducti...
ML
2006
ACM
13 years 7 months ago
2006
ACM
We present an approach to email filtering based on the suffix tree data structure. A method for the scoring of emails using the suffix tree is developed and a number of scoring and...
SGAI
2010
Springer
13 years 5 months ago
2010
Springer
The Prism family of algorithms induces modular classification rules which, in contrast to decision tree induction algorithms, do not necessarily fit together into a decision tree s...
ICRA
2006
IEEE
14 years 1 months ago
2006
IEEE
– This paper presents a method for designing classifier to automate an evaluation process of protein crystallization growth states. The classifier is designed by binary decision ...
DIS
2008
Springer
13 years 9 months ago
2008
Springer
Decision trees are among the most effective and interpretable classification algorithms while ensembles techniques have been proven to alleviate problems regarding over-fitting and...