1405 search results - page 39 / 281 » Learning Instance-Specific Predictive Models |
ICML
2005
IEEE
14 years 9 months ago
2005
IEEE
We examine the relationship between the predictions made by different learning algorithms and true posterior probabilities. We show that maximum margin methods such as boosted tre...
DIS
1998
Springer
14 years 28 days 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...
ESANN
2001
13 years 10 months ago
2001
Time varying environments or model selection problems lead to crucial dilemmas in identification and control science. In this paper, we propose a modular prediction scheme consisti...
ICRA
2009
IEEE
13 years 6 months ago
2009
IEEE
Contextual reasoning through graphical models such as Markov Random Fields often show superior performance against local classifiers in many domains. Unfortunately, this performanc...
COLING
2010
13 years 3 months ago
2010
In this paper we consider the problem of building a system to predict readability of natural-language documents. Our system is trained using diverse features based on syntax and l...