59 search results - page 3 / 12 » Learning Decision Trees Using the Area Under the ROC Curve |
AUSAI
2006
Springer
14 years 9 days ago
2006
Springer
Abstract. A learning curve of a performance measure provides a graphical method with many benefits for judging classifier properties. The area under the ROC curve (AUC) is a useful...
KDD
2004
ACM
14 years 9 months ago
2004
ACM
In this paper, we describe the development of a fielded application for detecting malicious executables in the wild. We gathered 1971 benign and 1651 malicious executables and enc...
ISBI
2006
IEEE
14 years 9 months ago
2006
IEEE
Several types of breast carcinomas tend to spread along the surface of the ductal lumen. Spontaneous nipple discharge can be an early symptom of such cancer development that does ...
JMS
2010
13 years 7 months ago
2010
This paper describes the development of a tree-based decision model to predict the severity of pediatric asthma exacerbations in the emergency department (ED) at two hours followi...
SDM
2008
SIAM
13 years 10 months ago
2008
SIAM
Gene expression information from microarray experiments is a primary form of data for biological analysis and can offer insights into disease processes and cellular behaviour. Suc...