public class DeepLearning extends hex.ModelBuilder<DeepLearningModel,DeepLearningModel.DeepLearningParameters,DeepLearningModel.DeepLearningModelOutput>
Modifier and Type | Class and Description |
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class |
DeepLearning.DeepLearningDriver |
hex.ModelBuilder.BuilderVisibility, hex.ModelBuilder.ValidationMessage
_messages, _nclass, _offset, _parms, _response, _train, _valid, _vresponse, _weights
Constructor and Description |
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DeepLearning(DeepLearningModel.DeepLearningParameters parms) |
Modifier and Type | Method and Description |
---|---|
hex.ModelBuilder.BuilderVisibility |
builderVisibility() |
hex.ModelCategory[] |
can_build() |
protected void |
checkMemoryFootPrint() |
void |
init(boolean expensive)
Initialize the ModelBuilder, validating all arguments and preparing the
training frame.
|
boolean |
isSupervised() |
hex.schemas.ModelBuilderSchema |
schema() |
water.Job<DeepLearningModel> |
trainModel()
Start the DeepLearning training Job on an F/J thread.
|
clearInitState, computePriorClassDistribution, createModelBuilder, error_count, error, getAlgo, getAlgo, getAlgo, getAlgoFullName, getModelBuilder, getModelBuilders, getModelClass, hasOffset, hasWeights, hide, ignoreBadColumns, ignoreStringColumns, info, isClassifier, nclasses, registerModelBuilder, response, separateFeatureVecs, train, updateValidationMessages, valid, validationErrors, vresponse, warn
cancel, cancel, checksum_impl, createProgressKey, deleteProgressKey, dest, done, failed, get, isCancelledOrCrashed, isDone, isRunning, isRunning, isStopped, jobs, msec, onCancelled, progress_msg, progress, remove_impl, start, update, update, update, update
checksum, getBinarySerializer, getPublishedKeys, remove, remove, remove, remove
public DeepLearning(DeepLearningModel.DeepLearningParameters parms)
public hex.ModelCategory[] can_build()
can_build
in class hex.ModelBuilder<DeepLearningModel,DeepLearningModel.DeepLearningParameters,DeepLearningModel.DeepLearningModelOutput>
public hex.ModelBuilder.BuilderVisibility builderVisibility()
builderVisibility
in class hex.ModelBuilder<DeepLearningModel,DeepLearningModel.DeepLearningParameters,DeepLearningModel.DeepLearningModelOutput>
public boolean isSupervised()
isSupervised
in class hex.ModelBuilder<DeepLearningModel,DeepLearningModel.DeepLearningParameters,DeepLearningModel.DeepLearningModelOutput>
public hex.schemas.ModelBuilderSchema schema()
schema
in class hex.ModelBuilder<DeepLearningModel,DeepLearningModel.DeepLearningParameters,DeepLearningModel.DeepLearningModelOutput>
public water.Job<DeepLearningModel> trainModel()
trainModel
in class hex.ModelBuilder<DeepLearningModel,DeepLearningModel.DeepLearningParameters,DeepLearningModel.DeepLearningModelOutput>
public void init(boolean expensive)
init
in class hex.ModelBuilder<DeepLearningModel,DeepLearningModel.DeepLearningParameters,DeepLearningModel.DeepLearningModelOutput>
protected void checkMemoryFootPrint()
checkMemoryFootPrint
in class hex.ModelBuilder<DeepLearningModel,DeepLearningModel.DeepLearningParameters,DeepLearningModel.DeepLearningModelOutput>