3 search results - page 1 / 1 » Improve Decision Trees for Probability-Based Ranking by Lazy... |
ICTAI
2006
IEEE
14 years 4 months ago
2006
IEEE
Existing work shows that classic decision trees have inherent deficiencies in obtaining a good probability-based ranking (e.g. AUC). This paper aims to improve the ranking perfor...
ICML
2003
IEEE
14 years 11 months ago
2003
IEEE
This paper explores the problem of how to construct lazy decision tree ensembles. We present and empirically evaluate a relevancebased boosting-style algorithm that builds a lazy ...
AUSAI
2006
Springer
14 years 2 months ago
2006
Springer
Decision tree-based probability estimation has received great attention because accurate probability estimation can possibly improve classification accuracy and probability-based r...