weka.estimators

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Java Source Code / Java Documentation » Science » weka » weka.estimators

weka.estimators

Java Source File Name	Type	Comment
CheckEstimator.java	Class	Class for examining the capabilities and finding problems with estimators.
ConditionalEstimator.java	Interface	Interface for conditional probability estimators.
DDConditionalEstimator.java	Class	Conditional probability estimator for a discrete domain conditional upon a discrete domain.
DiscreteEstimator.java	Class	Simple symbolic probability estimator based on symbol counts.
DKConditionalEstimator.java	Class	Conditional probability estimator for a discrete domain conditional upon a numeric domain.
DNConditionalEstimator.java	Class	Conditional probability estimator for a discrete domain conditional upon a numeric domain.
Estimator.java	Class	Abstract class for all estimators.
EstimatorUtils.java	Class
IncrementalEstimator.java	Interface
KDConditionalEstimator.java	Class	Conditional probability estimator for a numeric domain conditional upon a discrete domain (utilises separate kernel estimators for each discrete conditioning value).
KernelEstimator.java	Class	Simple kernel density estimator.
KKConditionalEstimator.java	Class	Conditional probability estimator for a numeric domain conditional upon a numeric domain.
MahalanobisEstimator.java	Class	Simple probability estimator that places a single normal distribution over the observed values.
NDConditionalEstimator.java	Class	Conditional probability estimator for a numeric domain conditional upon a discrete domain (utilises separate normal estimators for each discrete conditioning value).
NNConditionalEstimator.java	Class	Conditional probability estimator for a numeric domain conditional upon a numeric domain (using Mahalanobis distance).
NormalEstimator.java	Class	Simple probability estimator that places a single normal distribution over the observed values.
PoissonEstimator.java	Class	Simple probability estimator that places a single Poisson distribution over the observed values.

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