1034 search results - page 48 / 207 » A Bayesian Metric for Evaluating Machine Learning Algorithms |
103
Voted
ML
2002
ACM
15 years 13 days ago
2002
ACM
Additive clustering was originally developed within cognitive psychology to enable the development of featural models of human mental representation. The representational flexibili...
110
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ACL
2006
15 years 2 months ago
2006
Named Entity recognition (NER) is an important part of many natural language processing tasks. Current approaches often employ machine learning techniques and require supervised d...
100
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TKDE
2010
14 years 11 months ago
2010
—Local classifiers are sometimes called lazy learners because they do not train a classifier until presented with a test sample. However, such methods are generally not complet...
109
Voted
ICML
2010
IEEE
15 years 1 months ago
2010
IEEE
This paper experimentally evaluates multiagent learning algorithms playing repeated matrix games to maximize their cumulative return. Previous works assessed that Qlearning surpas...
128
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CSL
2010
Springer
15 years 26 days ago
2010
Springer
We describe an evaluation of spoken dialogue strategies designed using hierarchical reinforcement learning agents. The dialogue strategies were learnt in a simulated environment a...