258 search results - page 3 / 52 » Improving Stability of Decision Trees |
AUSAI
2006
Springer
14 years 1 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...
ICTAI
2006
IEEE
14 years 3 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...
UMUAI
1998
13 years 9 months ago
1998
A modeling system may be required to predict an agent’s future actions under constraints of inadequate or contradictory relevant historical evidence. This can result in low predi...
IEICET
2008
13 years 9 months ago
2008
VAMOS
2010
Springer
13 years 11 months ago
2010
Springer
Abstract--One of the design goals of Product Line Architectures (PLAs) is to remain stable while accommodating changes of stakeholder's requirements. However, the stability of...