Package | Description |
---|---|
org.deeplearning4j.earlystopping | |
org.deeplearning4j.earlystopping.scorecalc | |
org.deeplearning4j.earlystopping.scorecalc.base |
Modifier and Type | Method and Description |
---|---|
ScoreCalculator<T> |
EarlyStoppingConfiguration.getScoreCalculator() |
Modifier and Type | Method and Description |
---|---|
EarlyStoppingConfiguration.Builder<T> |
EarlyStoppingConfiguration.Builder.scoreCalculator(ScoreCalculator scoreCalculator)
Score calculator.
|
Modifier and Type | Method and Description |
---|---|
EarlyStoppingConfiguration.Builder<T> |
EarlyStoppingConfiguration.Builder.scoreCalculator(Supplier<ScoreCalculator> scoreCalculatorSupplier)
Score calculator.
|
Modifier and Type | Class and Description |
---|---|
class |
AutoencoderScoreCalculator
Score function for a MultiLayerNetwork or ComputationGraph with a single
AutoEncoder layer. |
class |
ClassificationScoreCalculator
Score function for evaluating a MultiLayerNetwork according to an evaluation metric (
Evaluation.Metric such
as accuracy, F1 score, etc. |
class |
DataSetLossCalculator
Given a DataSetIterator: calculate the total loss for the model on that data set.
|
class |
DataSetLossCalculatorCG
Deprecated.
Use
DataSetLossCalculator instead for both MultiLayerNetwork and ComputationGraph |
class |
RegressionScoreCalculator
Calculate the regression score of the network (MultiLayerNetwork or ComputationGraph) on a test set, using the
specified regression metric -
RegressionEvaluation.Metric |
class |
ROCScoreCalculator
Calculate ROC AUC (area under ROC curve) or AUCPR (area under precision recall curve) for a MultiLayerNetwork or
ComputationGraph
|
class |
VAEReconErrorScoreCalculator
Score function for variational autoencoder reconstruction error for a MultiLayerNetwork or ComputationGraph.
VariationalAutoencoder layer must be first layer in the network |
class |
VAEReconProbScoreCalculator
Score calculator for variational autoencoder reconstruction probability or reconstruction log probability for a
MultiLayerNetwork or ComputationGraph.
|
Modifier and Type | Class and Description |
---|---|
class |
BaseIEvaluationScoreCalculator<T extends Model,U extends IEvaluation>
Base score function based on an IEvaluation instance.
|
class |
BaseMLNScoreCalculator
Abstract score calculator for MultiLayerNetwonk
|
class |
BaseScoreCalculator<T extends Model> |
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