| AlphaValue
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Alpha value for ridge, lasso or elastic net. Return/assignment value: Double.
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| Application
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Returns application object. Return value: Object. This property is read only.
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| ConvergenceThreshold
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Convergence threshold for coordinate descent. Return/assignment value: Double.
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| CovarianceUpdateMethod
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Lasso estimation method where the complexity of coordinate descent stepwise update is proportional to the number of non-zero terms in the model. Return/assignment value: Integer.
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| GammaValue
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Gamma value for group lasso. Return/assignment value: Double.
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| GroupedErrors
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Use grouped cross-validation errors. Return/assignment value: Integer.
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| IncludeIntercept
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Include intercept in model. Return/assignment value: Integer.
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| IsSeedRandomNumber
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Use a seed for random number generator. Return/assignment value: Integer.
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| LambdaRatio
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Step size for lambda estimation in coordinate descent. Return/assignment value: Double.
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| LassoAlgorithm
|
Lasso algorithm. Return/assignment value: LassoAlgorithm.
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| MaxNoOfVariablesInLargestModel
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Maximum number of variables allowed to enter largest model. Return/assignment value: Integer.
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| ModifiedNewtonsMethod
|
Lasso estimation method. This method uses a bounded hessian. This method can be more efficient. Return/assignment value: Integer.
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| MomentumResetIterations
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Number of iterations before momentum term is reset for group lasso. Return/assignment value: Integer.
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| NaiveMethod
|
Lasso estimation method where the complexity of coordinate descent stepwise update is proportional to the number of predictor variables. Return/assignment value: Integer.
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| Name
|
Return value: String. This property is read only.
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| NewtonsMethod
|
Lasso estimation method (this method uses the exact hessian). Return/assignment value: Integer.
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| NumberOfIterations
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Maximum number of pass through data. Return/assignment value: Integer.
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| NumberOfLambdas
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Number of lambdas used in coordinate descent. Return/assignment value: Integer.
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| Parent
|
Returns the parent of the object. Return value: Object. This property is read only.
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| ResponseCodes
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Codes identifying group (class) membership for dependent variable (response variable). Return/assignment value: String.
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| ResultsCodes
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Assignment value: Variant.
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| ResultsOption
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Assignment value: Integer.
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| ResultsOutputFields
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Assignment value: Variant.
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| ResultsSaveFileName
|
Assignment value: String.
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| ResultsSelection
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Assignment value: Variant.
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| ResultsSelectionOption
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Assignment value: Variant.
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| ResultsValues
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Assignment value: Variant.
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| ResultsVariables
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Assignment value: Variant.
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| SeedForVFoldCrossValidation
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Seed for V-fold cross-validation. Return/assignment value: Integer.
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| StepSize
|
Step size value for group lasso. Return/assignment value: Double.
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| UseAUCLossFunction
|
Loss function for v-fold cross-validation. Return/assignment value: Integer.
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| UseClassLossFunction
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Loss function for v-fold cross-validation. Return/assignment value: Integer.
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| UseGroupLassoPenalty
|
Use Group Lasso penalty. Return/assignment value: Integer.
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| UseMAELossFunction
|
Mean absolute error loss function for v-fold cross-validation. Return/assignment value: Integer.
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| UseMSELossFunction
|
Mean squared error loss function for v-fold cross-validation. Return/assignment value: Integer.
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| UseVFoldCrossValidation
|
Use V-fold cross-validation. Return/assignment value: Integer.
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| UserDefinedGroups
|
User defined groups for group lasso. Return/assignment value: String.
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| UserDefinedPenalties
|
User defined penalties. Return/assignment value: String.
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| VValueForVFoldCrossValidation
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V-value for V-fold cross-validation. Return/assignment value: Integer.
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| Variables
|
Variables for analysis. Return/assignment value: String.
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