LassoRegressionStartup Members

These members are related to Lasso Regression Startup dialog.

Functions

Name Description
Cancel -
OK Return value: Integer.

Properties

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