public final class FeatureSelectionTest extends Object
Modifier and Type | Method and Description |
---|---|
Double |
getMutualInformation()
Gets the mutual information between the target and the test in NATS.
|
Double |
getOneMinusPValue()
Gets a value which equals one minus the p-value returned from the statical independence test.
|
Variable |
getTarget()
Gets the variable that was the target of the feature selection test.
|
Integer |
getTemporalOrder()
Gets the temporal order (if any) used to test the variables.
|
Variable |
getVariable()
Gets the variable which was tested to see if it is likely to be a feature of the
getTarget() variable. |
boolean |
isFeature(double significanceLevel)
Provides a hint as to whether the variable is likely to be a feature or not, at the given [significanceLevel].
|
public Variable getVariable()
getTarget()
variable.public Integer getTemporalOrder()
public Double getOneMinusPValue()
public Double getMutualInformation()
public boolean isFeature(double significanceLevel)
significanceLevel
- true
if the variable is likely to be a feature at the given [significanceLevel], or false
otherwise.public Variable getTarget()
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