public class CorrelationDependenceMeasure extends AbstractDependenceMeasure
Modifier and Type | Class and Description |
---|---|
static class |
CorrelationDependenceMeasure.Parameterizer
Parameterization class
|
Modifier and Type | Field and Description |
---|---|
private static Logging |
LOG
Class logger.
|
static CorrelationDependenceMeasure |
STATIC
Static instance.
|
Modifier | Constructor and Description |
---|---|
protected |
CorrelationDependenceMeasure()
Constructor - use
STATIC instance. |
Modifier and Type | Method and Description |
---|---|
<A,B> double |
dependence(NumberArrayAdapter<?,A> adapter1,
A data1,
NumberArrayAdapter<?,B> adapter2,
B data2)
Measure the dependence of two variables.
|
<A> double[] |
dependence(NumberArrayAdapter<?,A> adapter,
List<? extends A> data)
Measure the dependence of two variables.
|
clamp, computeNormalizedRanks, dependence, dependence, discretize, index, ranks, ranks, size, size, sortedIndex
private static final Logging LOG
public static final CorrelationDependenceMeasure STATIC
protected CorrelationDependenceMeasure()
STATIC
instance.public <A,B> double dependence(NumberArrayAdapter<?,A> adapter1, A data1, NumberArrayAdapter<?,B> adapter2, B data2)
DependenceMeasure
dependence
in interface DependenceMeasure
dependence
in class AbstractDependenceMeasure
A
- First array typeB
- Second array typeadapter1
- First data adapterdata1
- First data setadapter2
- Second data adapterdata2
- Second data setpublic <A> double[] dependence(NumberArrayAdapter<?,A> adapter, List<? extends A> data)
DependenceMeasure
X S S S S S 0 X S S S S 1 2 X S S S 3 4 5 X S S 6 7 8 9 X S 10 11 12 13 14 X
dependence
in interface DependenceMeasure
dependence
in class AbstractDependenceMeasure
A
- Array typeadapter
- Data adapterdata
- Data sets. Must have fast random access!Copyright © 2015 ELKI Development Team, Lehr- und Forschungseinheit für Datenbanksysteme, Ludwig-Maximilians-Universität München. License information.