See: Description
| Interface | Description |
|---|---|
| ClassificationLikelihoodFunction |
Interface for classification likelihood functions (common for all likelihood-based classification models).
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| GLMLikelihoodFunction |
Interface for likelihood functions representing generalized linear models (GLM).
|
| InputDataInfo |
Common interface for object operating on data (statistical models, data mappers, etc.).
|
| LikelihoodFunction |
Interface for likelihood functions (common for all likelihood-based models).
|
| LikelihoodModel |
Interface common for all likelihood-based models (e.g.logistic regression, survival, bivariate).
|
| LogLikelihood | |
| ManuallyModifiedModel |
Common interface for all models whose parameters can be manually modified by user.
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| OptimizationAlgorithmSettings |
Common settings for nonlinear optimization methods.
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| OptimizationAlgorithmSettingsFactory |
Factory for nonlinear optimization algorithm settings.
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| PMMLEnabledModel |
Interface for models which can be exported to PMML file.
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| SeededModel |
Common interface for all models which can be build with seed input model.
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| StatisticalModel |
Common interface for all statistical models (regression models and likelihood-based models).
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| StatisticalSettings |
Basic statistical settings (common for regression, survival, etc. methods).
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| VariableSelectionSettings |
Common settings for variable selection heuristics.
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| VariableSelectionSettingsFactory |
Factory for variable selection algorithm settings.
|
| VariableSubset |
| Class | Description |
|---|---|
| AuxiliaryLiftEstimationMode |
Auxiliary LIFT estimation mode, affecting lift computation for auxiliary models.
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| AuxiliaryStatisticsMode |
Auxiliary statistics mode, used to restrict the number of stored statistics.
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| ConvergenceCriterion |
Convergence criterion for nonlinear optimization methods.
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| NonlinearOptimizationMethod |
Non-linear optimization method variant (e.g.nrBasic, nrRidgeStabilization).
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| TargetCategoriesOrder |
The order of the target categories (e.g. data or alphabetical order).
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| VariableSelectionMethod |
Variable selection method (full, stepwise, forward, backward or bestSubset).
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| VariableSignificanceMode |
Variable significance test (LikelihoodRatio/Type2SS, Area Under ROC (AUC), Kolmogorov-Smirnov (KS)).
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