Sciweavers

22 search results - page 5 / 5
» A Large Deviation Bound for the Area Under the ROC Curve
Sort
View
BMCBI
2010
140views more  BMCBI 2010»
13 years 3 months ago
An improved machine learning protocol for the identification of correct Sequest search results
Background: Mass spectrometry has become a standard method by which the proteomic profile of cell or tissue samples is characterized. To fully take advantage of tandem mass spectr...
Morten Kallberg, Hui Lu
CORR
2011
Springer
183views Education» more  CORR 2011»
12 years 9 months ago
Learning When Training Data are Costly: The Effect of Class Distribution on Tree Induction
For large, real-world inductive learning problems, the number of training examples often must be limited due to the costs associated with procuring, preparing, and storing the tra...
Foster J. Provost, Gary M. Weiss