Package weka.estimators

Interface Summary

ConditionalEstimator	Interface for conditional probability estimators.
Estimator	Interface for probability estimators.

Class Summary

DDConditionalEstimator	Conditional probability estimator for a discrete domain conditional upon a discrete domain.
DiscreteEstimator	Simple symbolic probability estimator based on symbol counts.
DKConditionalEstimator	Conditional probability estimator for a discrete domain conditional upon a numeric domain.
DNConditionalEstimator	Conditional probability estimator for a discrete domain conditional upon a numeric domain.
KDConditionalEstimator	Conditional probability estimator for a numeric domain conditional upon a discrete domain (utilises separate kernel estimators for each discrete conditioning value).
KernelEstimator	Simple kernel density estimator.
KKConditionalEstimator	Conditional probability estimator for a numeric domain conditional upon a numeric domain.
MahalanobisEstimator	Simple probability estimator that places a single normal distribution over the observed values.
NDConditionalEstimator	Conditional probability estimator for a numeric domain conditional upon a discrete domain (utilises separate normal estimators for each discrete conditioning value).
NNConditionalEstimator	Conditional probability estimator for a numeric domain conditional upon a numeric domain (using Mahalanobis distance).
NormalEstimator	Simple probability estimator that places a single normal distribution over the observed values.
PoissonEstimator	Simple probability estimator that places a single Poisson distribution over the observed values.