93 search results - page 1 / 19 » Reporting bias when using real data sets to analyze classifi... |
BIOINFORMATICS
2010
13 years 5 months ago
2010
BMCBI
2006
13 years 4 months ago
2006
Background: Cross-validation (CV) is an effective method for estimating the prediction error of a classifier. Some recent articles have proposed methods for optimizing classifiers...
CIDU
2010
13 years 2 months ago
2010
Abstract. The Aviation Safety Reporting System (ASRS) is used to collect voluntarily submitted aviation safety reports from pilots, controllers and others. As such it is particular...
KDD
2010
ACM
13 years 6 months ago
2010
ACM
Recent advances in linear classification have shown that for applications such as document classification, the training can be extremely efficient. However, most of the existing t...
BMCBI
2008
13 years 5 months ago
2008
Background: The information from different data sets experimented under different conditions may be inconsistent even though they are performed with the same research objectives. ...