public class Quantile extends ModelBuilder<QuantileModel,QuantileModel.QuantileParameters,QuantileModel.QuantileOutput>
Modifier and Type | Class and Description |
---|---|
static class |
Quantile.QTask |
ModelBuilder.BuilderVisibility, ModelBuilder.ValidationMessage
Job.JobCancelledException, Job.JobState, Job.Progress, Job.ProgressUpdate
Keyed.BinarySerializer<X extends Keyed>
_messages, _nclass, _offset, _parms, _response, _train, _valid, _vresponse, _weights
_description, _dest, _end_time, _exception, _progressKey, _start_time, _state, LIST
_key, EMPTY_KEY_LIST
Constructor and Description |
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Quantile(QuantileModel.QuantileParameters parms) |
Modifier and Type | Method and Description |
---|---|
ModelBuilder.BuilderVisibility |
builderVisibility()
Visibility for this algo: is it always visible, is it beta (always visible but with a note in the UI)
or is it experimental (hidden by default, visible in the UI if the user gives an "experimental" flag
at startup).
|
hex.ModelCategory[] |
can_build()
List containing the categories of models that this builder can
build.
|
void |
init(boolean expensive)
Initialize the ModelBuilder, validating all arguments and preparing the
training frame.
|
ModelBuilderSchema |
schema()
Externally visible default schema
TODO: this is in the wrong layer: the internals should not know anything about the schemas!!!
This puts a reverse edge into the dependency graph.
|
Quantile |
trainModel()
Method to launch training of a Model, based on its parameters.
|
checkMemoryFootPrint, clearInitState, computePriorClassDistribution, createModelBuilder, error_count, error, getAlgo, getAlgo, getAlgo, getAlgoFullName, getModelBuilder, getModelBuilders, getModelClass, hasOffset, hasWeights, hide, ignoreBadColumns, ignoreStringColumns, info, isClassifier, isSupervised, 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
clone, frozenType, read_impl, read, readExternal, readJSON_impl, readJSON, toJsonString, write_impl, write, writeExternal, writeHTML_impl, writeHTML, writeJSON_impl, writeJSON
public Quantile(QuantileModel.QuantileParameters parms)
public ModelBuilderSchema schema()
ModelBuilder
schema
in class ModelBuilder<QuantileModel,QuantileModel.QuantileParameters,QuantileModel.QuantileOutput>
public Quantile trainModel()
ModelBuilder
trainModel
in class ModelBuilder<QuantileModel,QuantileModel.QuantileParameters,QuantileModel.QuantileOutput>
public hex.ModelCategory[] can_build()
ModelBuilder
can_build
in class ModelBuilder<QuantileModel,QuantileModel.QuantileParameters,QuantileModel.QuantileOutput>
public ModelBuilder.BuilderVisibility builderVisibility()
ModelBuilder
builderVisibility
in class ModelBuilder<QuantileModel,QuantileModel.QuantileParameters,QuantileModel.QuantileOutput>
public void init(boolean expensive)
init
in class ModelBuilder<QuantileModel,QuantileModel.QuantileParameters,QuantileModel.QuantileOutput>
ModelBuilder.updateValidationMessages()