InputType - Input to the discriminant function.public class ScalarFunctionToBinaryCategorizerAdapter<InputType> extends AbstractThresholdBinaryCategorizer<InputType>
| Modifier and Type | Field and Description |
|---|---|
protected Evaluator<? super InputType,java.lang.Double> |
evaluator
The scalar evaluator.
|
DEFAULT_THRESHOLDBINARY_CATEGORIES| Constructor and Description |
|---|
ScalarFunctionToBinaryCategorizerAdapter()
Creates a new
ScalarFunctionToBinaryCategorizerAdapter. |
ScalarFunctionToBinaryCategorizerAdapter(Evaluator<? super InputType,java.lang.Double> evaluator)
Creates a new
ScalarFunctionToBinaryCategorizerAdapter with the
given evaluator and a default threshold of 0.0. |
ScalarFunctionToBinaryCategorizerAdapter(Evaluator<? super InputType,java.lang.Double> evaluator,
double threshold)
Creates a new
ScalarFunctionToBinaryCategorizerAdapter with the
given evaluator and threshold. |
| Modifier and Type | Method and Description |
|---|---|
ScalarFunctionToBinaryCategorizerAdapter<InputType> |
clone()
This makes public the clone method on the
Object class and
removes the exception that it throws. |
protected double |
evaluateWithoutThreshold(InputType input)
Computes the discriminant.
|
Evaluator<? super InputType,java.lang.Double> |
getEvaluator()
Gets the scalar function that the adapter wraps.
|
void |
setEvaluator(Evaluator<? super InputType,java.lang.Double> evaluator)
Sets the scalar function that the adapter wraps.
|
evaluateAsDouble, getThreshold, setThresholdevaluate, evaluateWithDiscriminantgetCategoriesequals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, waitevaluateWithDiscriminantgetCategoriespublic ScalarFunctionToBinaryCategorizerAdapter()
ScalarFunctionToBinaryCategorizerAdapter.public ScalarFunctionToBinaryCategorizerAdapter(Evaluator<? super InputType,java.lang.Double> evaluator)
ScalarFunctionToBinaryCategorizerAdapter with the
given evaluator and a default threshold of 0.0.evaluator - The scalar function to adapt.public ScalarFunctionToBinaryCategorizerAdapter(Evaluator<? super InputType,java.lang.Double> evaluator, double threshold)
ScalarFunctionToBinaryCategorizerAdapter with the
given evaluator and threshold.evaluator - The scalar function to adapt.threshold - The threshold to use.public ScalarFunctionToBinaryCategorizerAdapter<InputType> clone()
AbstractCloneableSerializableObject class and
removes the exception that it throws. Its default behavior is to
automatically create a clone of the exact type of object that the
clone is called on and to copy all primitives but to keep all references,
which means it is a shallow copy.
Extensions of this class may want to override this method (but call
super.clone() to implement a "smart copy". That is, to target
the most common use case for creating a copy of the object. Because of
the default behavior being a shallow copy, extending classes only need
to handle fields that need to have a deeper copy (or those that need to
be reset). Some of the methods in ObjectUtil may be helpful in
implementing a custom clone method.
Note: The contract of this method is that you must use
super.clone() as the basis for your implementation.clone in interface CloneableSerializableclone in class AbstractCloneableSerializableprotected double evaluateWithoutThreshold(InputType input)
AbstractThresholdBinaryCategorizerevaluateWithoutThreshold in class AbstractThresholdBinaryCategorizer<InputType>input - Input to map onto the real number line.public Evaluator<? super InputType,java.lang.Double> getEvaluator()