140 search results - page 10 / 28 » From the Nearest Neighbour Rule to Decision Trees |
JMLR
2010
14 years 6 months ago
2010
This paper introduces a Bayesian algorithm for constructing predictive models from data that are optimized to predict a target variable well for a particular instance. This algori...
120
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ML
2000
ACM
14 years 11 months ago
2000
ACM
The naive Bayesian classifier provides a simple and effective approach to classifier learning, but its attribute independence assumption is often violated in the real world. A numb...
117
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GECCO
2005
Springer
15 years 5 months ago
2005
Springer
A fuzzy logic algorithm has been developed that automatically allocates electronic attack (EA) resources distributed over different platforms in real-time. The controller must be ...
ADMA
2005
Springer
15 years 5 months ago
2005
Springer
Accurate probability-based ranking of instances is crucial in many real-world data mining applications. KNN (k-nearest neighbor) [1] has been intensively studied as an effective c...
CIDM
2009
IEEE
15 years 6 months ago
2009
IEEE
—Some data mining problems require predictive models to be not only accurate but also comprehensible. Comprehensibility enables human inspection and understanding of the model, m...