InputType- The input type for supervised learning.
public static class VectorFunctionToScalarFunction.Learner<InputType> extends AbstractCloneableSerializable implements SupervisedBatchLearner<InputType,java.lang.Double,VectorFunctionToScalarFunction<InputType>>
VectorFunctionToScalarFunction.Learnerclass implements a simple learner for a
VectorFunctionToScalarFunctionthat allows a learning algorithm that outputs a vector function to be adapted to learn on data whose output are doubles.
|Modifier and Type||Field and Description|
The supervised learner that learns on vectors as outputs.
|Constructor and Description|
Creates a new
Creates a new
|Modifier and Type||Method and Description|
This makes public the clone method on the
public Learner(BatchLearner<java.util.Collection<? extends InputOutputPair<? extends InputType,Vector>>,? extends Evaluator<? super InputType,? extends Vectorizable>> vectorLearner)
vectorLearner- The supervised learner to use that learns on vectors as outputs.
public VectorFunctionToScalarFunction.Learner<InputType> clone()
Objectclass 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
ObjectUtilmay 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.
public VectorFunctionToScalarFunction<InputType> learn(java.util.Collection<? extends InputOutputPair<? extends InputType,java.lang.Double>> data)
learnmethod creates an object of
ResultTypeusing data of type
DataType, using some form of "learning" algorithm.
BatchLearner<java.util.Collection<? extends InputOutputPair<? extends InputType,java.lang.Double>>,VectorFunctionToScalarFunction<InputType>>
data- The data that the learning algorithm will use to create an object of