public class KMeans extends hex.ClusteringModelBuilder<KMeansModel,KMeansModel.KMeansParameters,KMeansModel.KMeansOutput>
Modifier and Type | Class and Description |
---|---|
static class |
KMeans.Initialization |
hex.ModelBuilder.BuilderVisibility, hex.ModelBuilder.ValidationMessage
_messages, _nclass, _offset, _parms, _response, _train, _valid, _vresponse, _weights
Constructor and Description |
---|
KMeans(water.Key dest,
java.lang.String desc,
KMeansModel.KMeansParameters parms) |
KMeans(KMeansModel.KMeansParameters parms) |
Modifier and Type | Method and Description |
---|---|
hex.ModelBuilder.BuilderVisibility |
builderVisibility() |
hex.ModelCategory[] |
can_build() |
protected void |
checkMemoryFootPrint() |
static water.util.TwoDimTable |
createCenterTable(KMeansModel.KMeansOutput output,
boolean standardized) |
void |
init(boolean expensive)
Initialize the ModelBuilder, validating all arguments and preparing the
training frame.
|
hex.schemas.ModelBuilderSchema |
schema() |
water.Job<KMeansModel> |
trainModel()
Start the KMeans 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, responseMean, separateFeatureVecs, train, updateValidationMessages, valid, validationErrors, vresponse, warn
cancel, cancel, checksum_impl, createProgressKey, deleteProgressKey, dest, done, failed, get, isCancelledOrCrashed, isDone, isRunning, isRunning, isStopped, jobs, msec, progress_msg, progress, remove_impl, start, update, update, update, update
checksum, getBinarySerializer, getPublishedKeys, remove, remove, remove, remove
public KMeans(water.Key dest, java.lang.String desc, KMeansModel.KMeansParameters parms)
public KMeans(KMeansModel.KMeansParameters parms)
public hex.ModelCategory[] can_build()
can_build
in class hex.ModelBuilder<KMeansModel,KMeansModel.KMeansParameters,KMeansModel.KMeansOutput>
public hex.ModelBuilder.BuilderVisibility builderVisibility()
builderVisibility
in class hex.ModelBuilder<KMeansModel,KMeansModel.KMeansParameters,KMeansModel.KMeansOutput>
public hex.schemas.ModelBuilderSchema schema()
schema
in class hex.ModelBuilder<KMeansModel,KMeansModel.KMeansParameters,KMeansModel.KMeansOutput>
protected void checkMemoryFootPrint()
checkMemoryFootPrint
in class hex.ModelBuilder<KMeansModel,KMeansModel.KMeansParameters,KMeansModel.KMeansOutput>
public water.Job<KMeansModel> trainModel()
trainModel
in class hex.ModelBuilder<KMeansModel,KMeansModel.KMeansParameters,KMeansModel.KMeansOutput>
public void init(boolean expensive)
init
in class hex.ClusteringModelBuilder<KMeansModel,KMeansModel.KMeansParameters,KMeansModel.KMeansOutput>
public static water.util.TwoDimTable createCenterTable(KMeansModel.KMeansOutput output, boolean standardized)