587 search results - page 1 / 118 » Learning with Globally Predictive Tests |
DIS
1998
Springer
13 years 9 months ago
1998
Springer
We introduce a new bias for rule learning systems. The bias only allows a rule learner to create a rule that predicts class membership if each test of the rule in isolation is pred...
ICDM
2008
IEEE
13 years 11 months ago
2008
IEEE
Class imbalance is a ubiquitous problem in supervised learning and has gained wide-scale attention in the literature. Perhaps the most prevalent solution is to apply sampling to t...
FOCS
1990
IEEE
13 years 9 months ago
1990
IEEE
We show a sharp dichotomy between systems of identical automata with a symmetric global control whose behavior is easy to predict, and those whose behavior is hard to predict. The...
CSB
2005
IEEE
13 years 10 months ago
2005
IEEE
We describe a new method to predict the tertiary structure of new-fold proteins. Our two-phase approach combines the knowledge-based fragmentpacking with the minimization of a phy...
ICCV
2009
IEEE
14 years 10 months ago
2009
IEEE
Image auto-annotation is an important open problem in
computer vision. For this task we propose TagProp, a discriminatively
trained nearest neighbor model. Tags of test
images a...