106 search results - page 6 / 22 » Boosting the Area under the ROC Curve |
BMCBI
2008
14 years 9 months ago
2008
Background: Most microarray experiments are carried out with the purpose of identifying genes whose expression varies in relation with specific conditions or in response to enviro...
90
Voted
BMCBI
2008
14 years 9 months ago
2008
Background: As in many different areas of science and technology, most important problems in bioinformatics rely on the proper development and assessment of binary classifiers. A ...
KDD
2004
ACM
15 years 10 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...
72
Voted
ICPR
2004
IEEE
15 years 10 months ago
2004
IEEE
In this paper we describe two related approaches to estimating the sample sizes required to statistically compare the performance of two classifiers: acceptable failure rates (AFR...
ISBI
2006
IEEE
15 years 10 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 ...