Enum Class LinearClassificationType.LinearType
java.lang.Object
java.lang.Enum<LinearClassificationType.LinearType>
org.tribuo.classification.liblinear.LinearClassificationType.LinearType
- All Implemented Interfaces:
Serializable
,Comparable<LinearClassificationType.LinearType>
,Constable
- Enclosing class:
- LinearClassificationType
public static enum LinearClassificationType.LinearType
extends Enum<LinearClassificationType.LinearType>
implements Serializable
The different model types available for classification.
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Nested Class Summary
Nested classes/interfaces inherited from class java.lang.Enum
Enum.EnumDesc<E extends Enum<E>>
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Enum Constant Summary
Enum ConstantDescriptionL1-regularized L2-loss support vector classificationL1-regularized logistic regressionL2-regularized L1-loss support vector classification (dual)L2-regularized L2-loss support vector classification (primal)L2-regularized L2-loss support vector classification (dual)L2-regularized logistic regression (primal)L2-regularized logistic regression (dual)multi-class support vector classification by Crammer and Singer -
Method Summary
Modifier and TypeMethodDescriptionde.bwaldvogel.liblinear.SolverType
Gets the LibLinear solver type.Returns the enum constant of this class with the specified name.static LinearClassificationType.LinearType[]
values()
Returns an array containing the constants of this enum class, in the order they are declared.
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Enum Constant Details
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L1R_L2LOSS_SVC
L1-regularized L2-loss support vector classification -
L2R_L2LOSS_SVC
L2-regularized L2-loss support vector classification (primal) -
L2R_L2LOSS_SVC_DUAL
L2-regularized L2-loss support vector classification (dual) -
L2R_L1LOSS_SVC_DUAL
L2-regularized L1-loss support vector classification (dual) -
MCSVM_CS
multi-class support vector classification by Crammer and Singer -
L1R_LR
L1-regularized logistic regression -
L2R_LR
L2-regularized logistic regression (primal) -
L2R_LR_DUAL
L2-regularized logistic regression (dual)
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Method Details
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values
Returns an array containing the constants of this enum class, in the order they are declared.- Returns:
- an array containing the constants of this enum class, in the order they are declared
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valueOf
Returns the enum constant of this class with the specified name. The string must match exactly an identifier used to declare an enum constant in this class. (Extraneous whitespace characters are not permitted.)- Parameters:
name
- the name of the enum constant to be returned.- Returns:
- the enum constant with the specified name
- Throws:
IllegalArgumentException
- if this enum class has no constant with the specified nameNullPointerException
- if the argument is null
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getSolverType
public de.bwaldvogel.liblinear.SolverType getSolverType()Gets the LibLinear solver type.- Returns:
- The solver type.
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