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java.lang.Objectjava.lang.Enum<KMeansPlusPlusClusterer.EmptyClusterStrategy>
org.apache.commons.math.stat.clustering.KMeansPlusPlusClusterer.EmptyClusterStrategy
public static enum KMeansPlusPlusClusterer.EmptyClusterStrategy
Strategies to use for replacing an empty cluster.
| Enum Constant Summary | |
|---|---|
ERROR
Generate an error. |
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FARTHEST_POINT
Create a cluster around the point farthest from its centroid. |
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LARGEST_POINTS_NUMBER
Split the cluster with largest number of points. |
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LARGEST_VARIANCE
Split the cluster with largest distance variance. |
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| Method Summary | |
|---|---|
static KMeansPlusPlusClusterer.EmptyClusterStrategy |
valueOf(String name)
Returns the enum constant of this type with the specified name. |
static KMeansPlusPlusClusterer.EmptyClusterStrategy[] |
values()
Returns an array containing the constants of this enum type, in the order they are declared. |
| Methods inherited from class java.lang.Enum |
|---|
clone, compareTo, equals, finalize, getDeclaringClass, hashCode, name, ordinal, toString, valueOf |
| Methods inherited from class java.lang.Object |
|---|
getClass, notify, notifyAll, wait, wait, wait |
| Enum Constant Detail |
|---|
public static final KMeansPlusPlusClusterer.EmptyClusterStrategy LARGEST_VARIANCE
public static final KMeansPlusPlusClusterer.EmptyClusterStrategy LARGEST_POINTS_NUMBER
public static final KMeansPlusPlusClusterer.EmptyClusterStrategy FARTHEST_POINT
public static final KMeansPlusPlusClusterer.EmptyClusterStrategy ERROR
| Method Detail |
|---|
public static KMeansPlusPlusClusterer.EmptyClusterStrategy[] values()
for (KMeansPlusPlusClusterer.EmptyClusterStrategy c : KMeansPlusPlusClusterer.EmptyClusterStrategy.values()) System.out.println(c);
public static KMeansPlusPlusClusterer.EmptyClusterStrategy 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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