3 search results - page 1 / 1 » Improve Decision Trees for Probability-Based Ranking by Lazy... |
91
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ICTAI
2006
IEEE
15 years 6 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...
106
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ICML
2003
IEEE
16 years 1 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 ...
102
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AUSAI
2006
Springer
15 years 4 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...