Package edu.cmu.tetrad.algcomparison.score

package edu.cmu.tetrad.algcomparison.score

Related Packages

Package	Description
edu.cmu.tetrad.algcomparison

Class	Description
BasisFunctionBgeScore	Wrapper for BF-BGe, the BGe (Normal-Wishart marginal likelihood) score over the basis-function embedding that BF-BIC uses.
BasisFunctionBicScore	Wrapper for Basis Function BIC Score (Basis-BIC) version.
BasisFunctionBicScoreTabular	Wrapper for the full-sample (tabular) Basis Function BIC Score, delegating to BasisFunctionBicScoreFullSample.
BdeuScore	Wrapper for Fisher Z test.
BfBlocksBicScore	Wrapper for Blocks BIC Score (Blocks-BIC) version.
BgeScore	Wrapper for the BGe (Bayesian Gaussian equivalent) score, the Gaussian analog of BDeu: the local score is the exact log marginal likelihood of a family under a Normal-Wishart prior rather than a BIC-penalized maximum likelihood.
BlocksBicScore	Wrapper for Blocks BIC Score (Blocks-BIC) version.
BlockScoreWrapper	Represents an interface for scoring data models using predefined block structures.
ConditionalGaussianBicScore	Wrapper for Fisher Z test.
DegenerateGaussianBgeScore	Wrapper for DG-BGe, the BGe (Normal-Wishart marginal likelihood) score over the degenerate Gaussian indicator embedding that DG-BIC uses.
DegenerateGaussianBicScore	Wrapper for degenerate Gaussian BIC score
DiscreteBicScore	Wrapper for Discrete BIC test.
EbicScore	Wrapper for linear, Gaussian Extended BIC score (Chen and Chen).
FfMl	Wrapper for FF-ML MIxed Marginal Likelihood Score.
FfMlContinuous	Wrapper for FF Marginal Likelihood Score.
GicScores	The GicScores class is an implementation of the ScoreWrapper interface that calculates the Generalized Information Criterion (GIC) scores for a given data model.
HeavyTailSemBicScore	Wrapper for linear, Gaussian SEM BIC score.
HuangMarginalLikelihoodScore	// * Wrapper for Huang Marginal Likelihood Score.
InstanceAugmentedSemBicScoreWrapper	Wrapper for InstanceAugmentedSemBicScore that: - pulls the testing DataSet from Params.TESTING_DATA (injected by the algorithm wrapper), - takes the instance row from Params.INSTANCE_ROW, - aligns columns by training variable names, - uses alpha from Params.IS_ALPHA (default 1.0).
IsBDeuScoreWrapper	Wrapper for ISBDeuScore (discrete).
KcvBicScore	Wrapper for KVC BIC score.
KernelMarginalLikelihoodScore	Wrapper for Kernel Marginal Likelihood Score.
MagDgBicScore	Wrapper for degenerate Gaussian BIC score
MSepScore	Wrapper for Fisher Z test.
MVPBicScore	Deprecated.
PoissonPriorScore	Wrapper for the Poisson prior score (Bryan)
RankBicScore	Wrapper for linear, Gaussian SEM BIC score.
RffBicScore	Wrapper for linear, Gaussian SEM BIC score.
ScoreWrapper	Interface that algorithm must implement.
SemBicScore	Wrapper for linear, Gaussian SEM BIC score.
TRffBicScore	The TRffBicScore class is a scoring mechanism designed to evaluate the fit and complexity of a data model.
ZhangShenBoundScore	Wrapper for linear, Gaussian Extended BIC score (Chen and Chen).