342 search results - page 35 / 69 » Evaluation of Classifiers for an Uneven Class Distribution P... |
FOIKS
2008
Springer
15 years 11 hour ago
2008
Springer
This paper investigates an extension of classification trees to deal with uncertain information where uncertainty is encoded in possibility theory framework. Class labels in data s...
ICML
2010
IEEE
14 years 10 months ago
2010
IEEE
We present and evaluate a machine learning approach to constructing patient-specific classifiers that detect the onset of an epileptic seizure through analysis of the scalp EEG, a...
121
click to vote
PODC
2011
ACM
14 years 1 months ago
2011
ACM
This work studies decision problems from the perspective of nondeterministic distributed algorithms. For a yes-instance there must exist a proof that can be verified with a distri...
KDD
2008
ACM
15 years 11 months ago
2008
ACM
Supervised classification methods have been shown to be very effective for a large number of applications. They require a training data set whose instances are labeled to indicate...
74
Voted
ICPR
2008
IEEE
15 years 11 months ago
2008
IEEE
Considering the statistical text classification problem we approximate class-conditional probability distributions by structurally modified Poisson mixtures. By introducing the st...