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java.lang.Objectjava.lang.Enum<SVMType>
org.encog.ml.svm.SVMType
public enum SVMType
Supports both class and new support vector calculations, as well as one-class distribution. For more information about the two "new" support vector types, as well as the one-class SVM, refer to the following articles. B. Sch?lkopf, A. Smola, R. Williamson, and P. L. Bartlett. New support vector algorithms. Neural Computation, 12, 2000, 1207-1245. B. Sch?lkopf, J. Platt, J. Shawe-Taylor, A. J. Smola, and R. C. Williamson. Estimating the support of a high-dimensional distribution. Neural Computation, 13, 2001, 1443-1471.
Enum Constant Summary | |
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EpsilonSupportVectorRegression
Support vector for regression. |
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NewSupportVectorClassification
New support vector for classification. |
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NewSupportVectorRegression
A "new" support vector machine for regression. |
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SupportVectorClassification
Support vector for classification. |
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SupportVectorOneClass
One class distribution estimation. |
Method Summary | |
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static SVMType |
valueOf(String name)
Returns the enum constant of this type with the specified name. |
static SVMType[] |
values()
Returns an array containing the constants of this enum type, in the order they are declared. |
Methods inherited from class java.lang.Enum |
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clone, compareTo, equals, finalize, getDeclaringClass, hashCode, name, ordinal, toString, valueOf |
Methods inherited from class java.lang.Object |
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getClass, notify, notifyAll, wait, wait, wait |
Enum Constant Detail |
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public static final SVMType SupportVectorClassification
public static final SVMType NewSupportVectorClassification
public static final SVMType SupportVectorOneClass
public static final SVMType EpsilonSupportVectorRegression
public static final SVMType NewSupportVectorRegression
Method Detail |
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public static SVMType[] values()
for (SVMType c : SVMType.values()) System.out.println(c);
public static SVMType valueOf(String name)
name
- the name of the enum constant to be returned.
IllegalArgumentException
- if this enum type has no constant
with the specified name
NullPointerException
- if the argument is null
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