Uses of Interface
netkit.classifiers.Classifier

Packages that use Classifier

netkit.classifiers
netkit.classifiers.nonrelational
netkit.classifiers.relational

Uses of Classifier in netkit.classifiers

Classes in netkit.classifiers that implement Classifier

class

ClassifierImp $Id: ClassifierImp.java,v 1.6 2007/03/26 23:45:06 sofmac Exp $ Part of the open-source Network Learning Toolkit User: smacskassy Date: Dec 2, 2004 Time: 9:16:44 PM

Fields in netkit.classifiers with type parameters of type Classifier

static Factory<Classifier>

NetworkLearning.lclassifiers

Methods in netkit.classifiers that return Classifier

Classifier

NetworkLearner.getLocalClassifier()

Constructors in netkit.classifiers with parameters of type Classifier

NetworkLearner(Classifier lc, NetworkClassifier nc, InferenceMethod ic, boolean applyCMN)

Uses of Classifier in netkit.classifiers.nonrelational

Classes in netkit.classifiers.nonrelational that implement Classifier

class	ClassPrior This classifier is static and always returns the class marginals.
class	ExternalPrior This classifier reads in estimates from a user-specified file.
class	LocalMetaClassifier Abstract class for combining multiple classifiers.
class	LocalWeka Weka wrapper that uses a specified weka classifier to do its predictions.
class	MetaMultiplicative a classifier that multiplies the predictions of one or more classifiers and returns a normalized distribution as its own estimate.
class	NullPrior Predict nothing.
class	UniformPrior Dummy classifier that always predicts that all classes were equally likely.

Fields in netkit.classifiers.nonrelational with type parameters of type Classifier

protected java.util.ArrayList<Classifier>

LocalMetaClassifier.lclassifiers The list of classifiers to combine

Uses of Classifier in netkit.classifiers.relational

Subinterfaces of Classifier in netkit.classifiers.relational

interface

NetworkClassifier Interface for a relational classifier in addition to those of a nonrelational classifier.

Classes in netkit.classifiers.relational that implement Classifier

class	ClassDistribRelNeighbor The Class Distributional Relational Neighbor (ClassDistributRelNeighbor) classifier works by creating a 'prototypical' class vector for each class of node and then estimating a label for a new node by calculating how near that new node is to each of these 'class reference vectors'.
class	Harmonic The Harmonic Function classifier from Zhu (2003) Reference: Zhu, X., Ghahramani, Z., & Lafferty, J.
class	NetworkClassifierImp Core implementation of the NetworkClassifier (and Classifier) interface.
class	NetworkMetaClassifier Abstract class for combining multiple relational and non-relational classifiers.
class	NetworkOnlyBayes Network-only Bayes Classifier induces a naive Bayes model based on labels of neighbors of a node and uses a Markov random field formulation when one or more neighbors have estimated labels.
class	NetworkWeka Weka wrapper that uses a specified weka classifier to do its predictions.
class	ProbRelationalNeighbor This is a probablistic version of wbRN and it estimates nodes by using a Bayesian combination of the neighbors edges.
class	WeightedVoteRelationalNeighbor weighted-vote Relational Neighbor Classifier (wvRN).

Fields in netkit.classifiers.relational with type parameters of type Classifier

protected java.util.ArrayList<Classifier>

NetworkMetaClassifier.lclassifiers The list of non-relational classifiers to use