biz.sc.mm.dm.modelstats.statistical.regression.logistic

Interface LogisticRegressionModelStatistics

All Superinterfaces:

ModelStatistics, RegressionModelStatistics, StatisticalModelStatistics

All Known Subinterfaces:

MCMCLogisticRegressionModelStatistics

public interface LogisticRegressionModelStatistics
extends RegressionModelStatistics

Model statistics common for all logistic regression models.

Method Summary

Methods

Modifier and Type	Method and Description
java.util.ArrayList	getAuxiliaryModelsTrainDataTestResults() Gets TestResults for training data and auxiliary models.
java.util.ArrayList	getAuxiliaryModelsValidationDataTestResults() Gets TestResults for validation data and auxiliary models.
ClassificationTestResult	getTrainDataTestResult() Gets the TestResult for training data and main model.
ClassificationTestResult	getValidationDataTestResult() Gets the TestResult for validation data and main model.

Methods inherited from interface biz.sc.mm.dm.modelstats.statistical.StatisticalModelStatistics

getAllInfluenceDiagnostics, getCoefficient, getCoefficients, getCorrelation, getCorrelationMatrix, getCovariance, getCovarianceMatrix, getGroupStatistics, getInfluenceDiagnosticValues, getModelStatDictionary, getModelStatName, getModelStatNames, getModelStatSize, getModelStatValue, getModelStatValue, getPearsonCorrelationMatrix, getSignatureNames, getVariableSelectionStatistics, getVariableStatistics

Method Detail

getTrainDataTestResult

ClassificationTestResult getTrainDataTestResult()

Gets the TestResult for training data and main model.

Returns:

the TestResult for training data and main model.

getValidationDataTestResult

ClassificationTestResult getValidationDataTestResult()

Gets the TestResult for validation data and main model.

Returns:

the TestResult for validation data and main model.

getAuxiliaryModelsTrainDataTestResults

java.util.ArrayList getAuxiliaryModelsTrainDataTestResults()

Gets TestResults for training data and auxiliary models.

Returns:

TestResults for training data and auxiliary models.

getAuxiliaryModelsValidationDataTestResults

java.util.ArrayList getAuxiliaryModelsValidationDataTestResults()

Gets TestResults for validation data and auxiliary models.

Returns:

TestResults for validation data and auxiliary models.