Package | Description |
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moa.classifiers.lazy.neighboursearch | |
moa.classifiers.lazy.neighboursearch.kdtrees |
Modifier and Type | Field and Description |
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protected KDTreeNodeSplitter |
KDTree.m_Splitter
The node splitter.
|
Modifier and Type | Method and Description |
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KDTreeNodeSplitter |
KDTree.getNodeSplitter()
Returns the splitting method currently in use to split the nodes of the
KDTree.
|
Modifier and Type | Method and Description |
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void |
KDTree.setNodeSplitter(KDTreeNodeSplitter splitter)
Sets the splitting method to use to split the nodes of the KDTree.
|
Modifier and Type | Class and Description |
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class |
KMeansInpiredMethod
The class that splits a node into two such that the overall sum of squared distances of points to their centres on both sides of the (axis-parallel) splitting plane is minimum.
For more information see also: Ashraf Masood Kibriya (2007). |
class |
MedianOfWidestDimension
The class that splits a KDTree node based on the median value of a dimension in which the node's points have the widest spread.
For more information see also: Jerome H. |
class |
MidPointOfWidestDimension
The class that splits a KDTree node based on the midpoint value of a dimension in which the node's points have the widest spread.
For more information see also: Andrew Moore (1991). |
class |
SlidingMidPointOfWidestSide
The class that splits a node into two based on the midpoint value of the dimension in which the node's rectangle is widest.
|
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