1034 search results - page 113 / 207 » A Bayesian Metric for Evaluating Machine Learning Algorithms |
ECML
2005
Springer
15 years 6 months ago
2005
Springer
Abstract. Rule induction has attracted a great deal of attention in Machine Learning and Data Mining. However, generating rules is not an end in itself because their applicability ...
135
Voted
CLEF
2011
Springer
14 years 12 days ago
2011
Springer
Author identification models fall into two major categories according to the way they handle the training texts: profile-based models produce one representation per author while in...
118
Voted
ICML
2010
IEEE
15 years 1 months ago
2010
IEEE
We present the first temporal-difference learning algorithm for off-policy control with unrestricted linear function approximation whose per-time-step complexity is linear in the ...
ICML
2006
IEEE
16 years 1 months ago
2006
IEEE
In the model-based policy search approach to reinforcement learning (RL), policies are found using a model (or "simulator") of the Markov decision process. However, for ...
112
Voted
BMCBI
2010
15 years 21 days ago
2010
Background: Machine learning techniques have shown to improve bacterial species classification based on fatty acid methyl ester (FAME) data. Nonetheless, FAME analysis has a limit...