Package smile.clustering
Enum ClusteringDistance
- java.lang.Object
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- java.lang.Enum<ClusteringDistance>
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- smile.clustering.ClusteringDistance
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- All Implemented Interfaces:
java.io.Serializable
,java.lang.Comparable<ClusteringDistance>
public enum ClusteringDistance extends java.lang.Enum<ClusteringDistance>
Clustering distance measure.- Author:
- Haifeng Li
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Enum Constant Summary
Enum Constants Enum Constant Description EUCLIDEAN
Squared Euclidean distance for K-Means.EUCLIDEAN_MISSING_VALUES
Squared Euclidean distance with missing value handling for K-Means.JENSEN_SHANNON_DIVERGENCE
Jensen-Shannon divergence for SIB.
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Method Summary
All Methods Static Methods Concrete Methods Modifier and Type Method Description static ClusteringDistance
valueOf(java.lang.String name)
Returns the enum constant of this type with the specified name.static ClusteringDistance[]
values()
Returns an array containing the constants of this enum type, in the order they are declared.
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Enum Constant Detail
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EUCLIDEAN
public static final ClusteringDistance EUCLIDEAN
Squared Euclidean distance for K-Means.
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EUCLIDEAN_MISSING_VALUES
public static final ClusteringDistance EUCLIDEAN_MISSING_VALUES
Squared Euclidean distance with missing value handling for K-Means.
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JENSEN_SHANNON_DIVERGENCE
public static final ClusteringDistance JENSEN_SHANNON_DIVERGENCE
Jensen-Shannon divergence for SIB.
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Method Detail
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values
public static ClusteringDistance[] values()
Returns an array containing the constants of this enum type, in the order they are declared. This method may be used to iterate over the constants as follows:for (ClusteringDistance c : ClusteringDistance.values()) System.out.println(c);
- Returns:
- an array containing the constants of this enum type, in the order they are declared
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valueOf
public static ClusteringDistance valueOf(java.lang.String name)
Returns the enum constant of this type with the specified name. The string must match exactly an identifier used to declare an enum constant in this type. (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:
java.lang.IllegalArgumentException
- if this enum type has no constant with the specified namejava.lang.NullPointerException
- if the argument is null
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