public abstract class ClusteringModelBuilder<M extends ClusteringModel<M,P,O>,P extends ClusteringModel.ClusteringParameters,O extends ClusteringModel.ClusteringOutput> extends ModelBuilder<M,P,O>
ModelBuilder.BuilderVisibility
Job.JobCancelledException, Job.JobState, Job.Progress, Job.ProgressUpdate, Job.ValidationMessage
Keyed.BinarySerializer<X extends Keyed>
_fold, _nclass, _offset, _parms, _response, _train, _valid, _vresponse, _weights
_description, _dest, _end_time, _exception, _messages, _progressKey, _start_time, _state, LIST
_key, EMPTY_KEY_LIST
Constructor and Description |
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ClusteringModelBuilder(Key dest,
java.lang.String desc,
P parms) |
ClusteringModelBuilder(java.lang.String desc,
P parms)
Constructor called from an http request; MUST override in subclasses.
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Modifier and Type | Method and Description |
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void |
init(boolean expensive)
Initialize the ModelBuilder, validating all arguments and preparing the
training frame.
|
boolean |
isSupervised() |
builderVisibility, can_build, canBeDone, cancel, checkDistributions, checkMemoryFootPrint, clearInitState, computeCrossValidation, computePriorClassDistribution, createModelBuilder, deleteProgressKey, error_count, getAlgo, getAlgo, getAlgo, getAlgoFullName, getModelBuilder, getModelBuilders, getModelClass, hasFoldCol, hasOffsetCol, hasWeightCol, ignoreBadColumns, ignoreConstColumns, ignoreStringColumns, isClassifier, modifyParmsForCrossValidationMainModel, modifyParmsForCrossValidationSplits, nclasses, nFoldCV, numSpecialCols, progressUnits, registerModelBuilder, response, responseMean, schema, separateFeatureVecs, train, trainModel, trainModelImpl, updateModelOutput, valid, vresponse
block, cancel, checksum_impl, clearValidationErrors, createProgressKey, dest, done, done, error_count_or_uninitialized, error, failed, get, hide, info, isCancelledOrCrashed, isDone, isRunning, isRunning, isStopped, jobKey, jobs, message, msec, progress_msg, progress, remove_impl, start, update, update, update, update, updateValidationMessages, validationErrors, warn
checksum, getBinarySerializer, getPublishedKeys, remove, remove, remove, remove
clone, frozenType, read_impl, read, readExternal, readJSON_impl, readJSON, toJsonString, write_impl, write, writeExternal, writeJSON_impl, writeJSON
public ClusteringModelBuilder(java.lang.String desc, P parms)
public boolean isSupervised()
isSupervised
in class ModelBuilder<M extends ClusteringModel<M,P,O>,P extends ClusteringModel.ClusteringParameters,O extends ClusteringModel.ClusteringOutput>
public void init(boolean expensive)
init
in class ModelBuilder<M extends ClusteringModel<M,P,O>,P extends ClusteringModel.ClusteringParameters,O extends ClusteringModel.ClusteringOutput>
Job.updateValidationMessages()