110 search results - page 4 / 22 » Cost-Sensitive Decision Tree Learning for Forensic Classific... |
79
Voted
ML
2006
ACM
14 years 11 months ago
2006
ACM
Abstract XML documents have recently become ubiquitous because of their varied applicability in a number of applications. Classification is an important problem in the data mining ...
75
Voted
KI
2002
Springer
14 years 11 months ago
2002
Springer
Abstract. We present a new classification algorithm that combines three properties: It generates decision trees, which proved a valuable and intelligible tool for classification an...
106
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CEC
2010
IEEE
15 years 22 days ago
2010
IEEE
This paper presents a novel hybrid method combining genetic programming and decision tree learning. The method starts by estimating a benchmark level of reasonable accuracy, based ...
111
Voted
EMNLP
2006
15 years 1 months ago
2006
In this paper we address the issue of automatically assigning information status to discourse entities. Using an annotated corpus of conversational English and exploiting morpho-s...
100
Voted
KDD
2009
ACM
16 years 5 days ago
2009
ACM
We present an algorithm, called the offset tree, for learning in situations where a loss associated with different decisions is not known, but was randomly probed. The algorithm i...