# Package weka.estimators

package weka.estimators

Class
Description
CheckEstimator
Class for examining the capabilities and finding problems with estimators.
CheckEstimator.AttrTypes
class that contains info about the attribute types the estimator can estimate estimator work on one attribute only
CheckEstimator.EstTypes
public class that contains info about the chosen attribute type estimator work on one attribute only
ConditionalEstimator
Interface for conditional probability estimators.
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.
Estimator
Abstract class for all estimators.
EstimatorUtils
Contains static utility functions for Estimators.
IncrementalEstimator
Interface for an incremental probability estimators.
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.