1863 search results - page 156 / 373 » A supervised learning approach for imbalanced data sets |
139
Voted
BMCBI
2005
15 years 4 months ago
2005
Background: Several supervised and unsupervised learning tools are available to classify functional genomics data. However, relatively less attention has been given to exploratory...
153
click to vote
ITS
2010
Springer
15 years 9 months ago
2010
Springer
The traditional, well established approach to finding out what works in education research is to run a randomized controlled trial (RCT) using a standard pretest and posttest desig...
149
Voted
ICML
2008
IEEE
16 years 5 months ago
2008
IEEE
Learning to rank is becoming an increasingly popular research area in machine learning. The ranking problem aims to induce an ordering or preference relations among a set of insta...
141
click to vote
IEAAIE
2003
Springer
15 years 9 months ago
2003
Springer
The attribute selection techniques for supervised learning, used in the preprocessing phase to emphasize the most relevant attributes, allow making models of classification simple...
124
click to vote
BMCBI
2007
15 years 4 months ago
2007
Background: Fluorescence microscopy is widely used to determine the subcellular location of proteins. Efforts to determine location on a proteome-wide basis create a need for auto...