Package elki.outlier.spatial
Class AbstractDistanceBasedSpatialOutlier<N,O>
- java.lang.Object
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- elki.outlier.spatial.AbstractNeighborhoodOutlier<N>
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- elki.outlier.spatial.AbstractDistanceBasedSpatialOutlier<N,O>
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- Type Parameters:
N
- Object type for neighborhoodO
- Non-spatial object type
- All Implemented Interfaces:
Algorithm
,OutlierAlgorithm
public abstract class AbstractDistanceBasedSpatialOutlier<N,O> extends AbstractNeighborhoodOutlier<N>
Abstract base class for distance-based spatial outlier detection methods.- Since:
- 0.4.0
- Author:
- Ahmed Hettab
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Nested Class Summary
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Nested classes/interfaces inherited from interface elki.Algorithm
Algorithm.Utils
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Field Summary
Fields Modifier and Type Field Description private Distance<O>
nonSpatialDistance
The distance function to use-
Fields inherited from class elki.outlier.spatial.AbstractNeighborhoodOutlier
NEIGHBORHOOD_ID
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Constructor Summary
Constructors Constructor Description AbstractDistanceBasedSpatialOutlier(NeighborSetPredicate.Factory<N> npredf, Distance<O> nonSpatialDistance)
Constructor.
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Method Summary
All Methods Instance Methods Concrete Methods Modifier and Type Method Description protected Distance<O>
getNonSpatialDistance()
Get the non-spatial relation-
Methods inherited from class elki.outlier.spatial.AbstractNeighborhoodOutlier
getNeighborSetPredicateFactory
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Methods inherited from class java.lang.Object
clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait
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Methods inherited from interface elki.Algorithm
getInputTypeRestriction
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Methods inherited from interface elki.outlier.OutlierAlgorithm
autorun
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Constructor Detail
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AbstractDistanceBasedSpatialOutlier
public AbstractDistanceBasedSpatialOutlier(NeighborSetPredicate.Factory<N> npredf, Distance<O> nonSpatialDistance)
Constructor.- Parameters:
npredf
- Neighborhood predicate factorynonSpatialDistance
- Distance function to use on the non-spatial attributes.
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