public class SVD extends hex.ModelBuilder<SVDModel,SVDModel.SVDParameters,SVDModel.SVDOutput>
hex.ModelBuilder.BuilderVisibility, hex.ModelBuilder.ValidationMessage
_messages, _nclass, _offset, _parms, _response, _train, _valid, _vresponse, _weights
Constructor and Description |
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SVD(SVDModel.SVDParameters parms) |
Modifier and Type | Method and Description |
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hex.ModelBuilder.BuilderVisibility |
builderVisibility() |
hex.ModelCategory[] |
can_build() |
protected static water.fvec.Chunk |
chk_u(water.fvec.Chunk[] chks,
int c,
int ncols) |
void |
init(boolean expensive) |
double[] |
powerLoop(Gram gram,
double[] vinit) |
double[] |
powerLoop(Gram gram,
long seed) |
hex.schemas.ModelBuilderSchema |
schema() |
water.Job<SVDModel> |
trainModel() |
static double[][] |
updateIVVSum(double[][] ivv_sum,
double[] vec) |
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, 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 SVD(SVDModel.SVDParameters parms)
public hex.schemas.ModelBuilderSchema schema()
schema
in class hex.ModelBuilder<SVDModel,SVDModel.SVDParameters,SVDModel.SVDOutput>
public water.Job<SVDModel> trainModel()
trainModel
in class hex.ModelBuilder<SVDModel,SVDModel.SVDParameters,SVDModel.SVDOutput>
public hex.ModelCategory[] can_build()
can_build
in class hex.ModelBuilder<SVDModel,SVDModel.SVDParameters,SVDModel.SVDOutput>
public hex.ModelBuilder.BuilderVisibility builderVisibility()
builderVisibility
in class hex.ModelBuilder<SVDModel,SVDModel.SVDParameters,SVDModel.SVDOutput>
public void init(boolean expensive)
init
in class hex.ModelBuilder<SVDModel,SVDModel.SVDParameters,SVDModel.SVDOutput>
public double[] powerLoop(Gram gram, long seed)
public double[] powerLoop(Gram gram, double[] vinit)
public static double[][] updateIVVSum(double[][] ivv_sum, double[] vec)
protected static water.fvec.Chunk chk_u(water.fvec.Chunk[] chks, int c, int ncols)