1034 search results - page 109 / 207 » A Bayesian Metric for Evaluating Machine Learning Algorithms |
106
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NIPS
2004
15 years 2 months ago
2004
Many machine learning algorithms for clustering or dimensionality reduction take as input a cloud of points in Euclidean space, and construct a graph with the input data points as...
109
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RAID
2000
Springer
15 years 4 months ago
2000
Springer
Abstract. In practice, most computer intrusions begin by misusing programs in clever ways to obtain unauthorized higher levels of privilege. One e ective way to detect intrusive ac...
102
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GECCO
2008
Springer
15 years 1 months ago
2008
Springer
We propose an algorithm for function approximation that evolves a set of hierarchical piece-wise linear regressors. The algorithm, named HIRE-Lin, follows the iterative rule learn...
ICML
2007
IEEE
16 years 1 months ago
2007
IEEE
We revisit recently proposed algorithms for probabilistic clustering with pair-wise constraints between data points. We evaluate and compare existing techniques in terms of robust...
80
Voted
ICML
2005
IEEE
16 years 1 months ago
2005
IEEE
Many biological propositions can be supported by a variety of different types of evidence. It is often useful to collect together large numbers of such propositions, together with...