Name | Description | Type | Package | Framework |
BasicTraining | An abstract class that implements basic training for most training algorithms. | Class | org.encog.ml.train | HeatonReasearch |
EarlyStoppingStrategy | Stop early when validation set no longer improves. | Class | org.encog.ml.train.strategy.end | HeatonReasearch |
EndIterationsStrategy | Class | org.encog.ml.train.strategy.end | HeatonReasearch | |
EndMaxErrorStrategy | Class | org.encog.ml.train.strategy.end | HeatonReasearch | |
EndMinutesStrategy | Class | org.encog.ml.train.strategy.end | HeatonReasearch | |
EndTrainingStrategy | Interface | org.encog.ml.train.strategy.end | HeatonReasearch | |
Greedy | A simple greedy strategy. | Class | org.encog.ml.train.strategy | HeatonReasearch |
HybridStrategy | A hybrid stragey allows a secondary training algorithm to be used. | Class | org.encog.ml.train.strategy | HeatonReasearch |
MLTrain | Defines a training method for a machine learning method. | Interface | org.encog.ml.train | HeatonReasearch |
RequiredImprovementStrategy | The reset strategy will reset the weights if the neural network fails to improve by the specified amount over a number of cycles. | Class | org.encog.ml.train.strategy | HeatonReasearch |
ResetStrategy | The reset strategy will reset the weights if the neural network fails to fall below a specified error by a specified number of cycles. | Class | org.encog.ml.train.strategy | HeatonReasearch |
SimpleEarlyStoppingStrategy | A simple early stopping strategy that halts training when the validation set no longer improves. | Class | org.encog.ml.train.strategy.end | HeatonReasearch |
StopTrainingStrategy | This strategy will indicate once training is no longer improving the neural network by a specified amount, over a specified number of cycles. | Class | org.encog.ml.train.strategy | HeatonReasearch |
Strategy | Training strategies can be added to training algorithms. | Interface | org.encog.ml.train.strategy | HeatonReasearch |
TrainingImplementationType | enum TrainingImplementationTypeSpecifies the type of training that an object provides. | Class | org.encog.ml | HeatonReasearch |