Uses of Class
gov.sandia.cognition.learning.algorithm.InputOutputTransformedBatchLearner

Packages that use InputOutputTransformedBatchLearner

Package	Description
gov.sandia.cognition.learning.algorithm	Provides general interfaces for learning algorithms.

Uses of InputOutputTransformedBatchLearner in gov.sandia.cognition.learning.algorithm

Methods in gov.sandia.cognition.learning.algorithm that return InputOutputTransformedBatchLearner

Modifier and Type	Method and Description
InputOutputTransformedBatchLearner<InputType,TransformedInputType,TransformedOutputType,OutputType>	InputOutputTransformedBatchLearner.clone()
static <InputType,TransformedInputType,TransformedOutputType,OutputType> InputOutputTransformedBatchLearner<InputType,TransformedInputType,TransformedOutputType,OutputType>	InputOutputTransformedBatchLearner.create(BatchLearner<? super java.util.Collection<? extends InputType>,? extends Evaluator<? super InputType,? extends TransformedInputType>> inputLearner, BatchLearner<? super java.util.Collection<? extends InputOutputPair<? extends TransformedInputType,TransformedOutputType>>,? extends Evaluator<? super TransformedInputType,? extends TransformedOutputType>> learner, BatchLearner<? super java.util.Collection<? extends OutputType>,? extends ReversibleEvaluator<OutputType,TransformedOutputType,?>> outputLearner) Creates a new InputOutputTransformedBatchLearner from the three learners.
static <InputType,TransformedInputType,TransformedOutputType,OutputType> InputOutputTransformedBatchLearner<InputType,TransformedInputType,TransformedOutputType,OutputType>	InputOutputTransformedBatchLearner.create(BatchLearner<? super java.util.Collection<? extends InputType>,? extends Evaluator<? super InputType,? extends TransformedInputType>> inputLearner, BatchLearner<? super java.util.Collection<? extends InputOutputPair<? extends TransformedInputType,TransformedOutputType>>,? extends Evaluator<? super TransformedInputType,? extends TransformedOutputType>> learner, ReversibleEvaluator<OutputType,TransformedOutputType,?> outputTransform) Creates a new InputOutputTransformedBatchLearner from the unsupervised input transform learner, supervised learners, and output transform.
static <InputType,TransformedInputType,TransformedOutputType,OutputType> InputOutputTransformedBatchLearner<InputType,TransformedInputType,TransformedOutputType,OutputType>	InputOutputTransformedBatchLearner.create(Evaluator<? super InputType,? extends TransformedInputType> inputTransform, BatchLearner<? super java.util.Collection<? extends InputOutputPair<? extends TransformedInputType,TransformedOutputType>>,? extends Evaluator<? super TransformedInputType,? extends TransformedOutputType>> learner, BatchLearner<? super java.util.Collection<? extends OutputType>,? extends ReversibleEvaluator<OutputType,TransformedOutputType,?>> outputLearner) Creates a new InputOutputTransformedBatchLearner from the input transform, supervised learner, and unsupervised output transform learner.
static <InputType,TransformedInputType,TransformedOutputType,OutputType> InputOutputTransformedBatchLearner<InputType,TransformedInputType,TransformedOutputType,OutputType>	InputOutputTransformedBatchLearner.create(Evaluator<? super InputType,? extends TransformedInputType> inputTransform, BatchLearner<? super java.util.Collection<? extends InputOutputPair<? extends TransformedInputType,TransformedOutputType>>,? extends Evaluator<? super TransformedInputType,? extends TransformedOutputType>> learner, ReversibleEvaluator<OutputType,TransformedOutputType,?> outputTransform) Creates a new InputOutputTransformedBatchLearner from the predefined input and output transforms and the supervised learner.
static <InputType,TransformedInputType,OutputType> InputOutputTransformedBatchLearner<InputType,TransformedInputType,OutputType,OutputType>	InputOutputTransformedBatchLearner.createInputTransformed(BatchLearner<? super java.util.Collection<? extends InputType>,? extends Evaluator<? super InputType,? extends TransformedInputType>> inputLearner, BatchLearner<? super java.util.Collection<? extends InputOutputPair<? extends TransformedInputType,OutputType>>,? extends Evaluator<? super TransformedInputType,? extends OutputType>> learner) Creates a new InputOutputTransformedBatchLearner from the input and supervised learners, performing no transformation on the output type.
static <InputType,TransformedInputType,OutputType> InputOutputTransformedBatchLearner<InputType,TransformedInputType,OutputType,OutputType>	InputOutputTransformedBatchLearner.createInputTransformed(Evaluator<? super InputType,? extends TransformedInputType> inputTransform, BatchLearner<? super java.util.Collection<? extends InputOutputPair<? extends TransformedInputType,OutputType>>,? extends Evaluator<? super TransformedInputType,? extends OutputType>> learner) Creates a new InputOutputTransformedBatchLearner from the predefined input transform and the supervised learner.
static <InputType,TransformedOutputType,OutputType> InputOutputTransformedBatchLearner<InputType,InputType,TransformedOutputType,OutputType>	InputOutputTransformedBatchLearner.createOutputTransformed(BatchLearner<? super java.util.Collection<? extends InputOutputPair<? extends InputType,TransformedOutputType>>,? extends Evaluator<? super InputType,? extends TransformedOutputType>> learner, BatchLearner<? super java.util.Collection<? extends OutputType>,? extends ReversibleEvaluator<OutputType,TransformedOutputType,?>> outputLearner) Creates a new InputOutputTransformedBatchLearner from the supervised and output learners, performing no transformation on the input type.
static <InputType,TransformedOutputType,OutputType> InputOutputTransformedBatchLearner<InputType,InputType,TransformedOutputType,OutputType>	InputOutputTransformedBatchLearner.createOutputTransformed(BatchLearner<? super java.util.Collection<? extends InputOutputPair<? extends InputType,TransformedOutputType>>,? extends Evaluator<? super InputType,? extends TransformedOutputType>> learner, ReversibleEvaluator<OutputType,TransformedOutputType,?> outputTransform) Creates a new InputOutputTransformedBatchLearner from the predefined output transforms and the supervised learner.