public class SVD extends hex.ModelBuilder<SVDModel,SVDModel.SVDParameters,SVDModel.SVDOutput>
Constructor and Description |
---|
SVD(boolean startup_once) |
SVD(SVDModel.SVDParameters parms) |
SVD(SVDModel.SVDParameters parms,
water.Job job) |
SVD(SVDModel.SVDParameters parms,
water.Job job,
boolean callFromGlrm,
GLRMModel gmodel) |
Modifier and Type | Method and Description |
---|---|
hex.ModelBuilder.BuilderVisibility |
builderVisibility() |
hex.ModelCategory[] |
can_build() |
protected void |
checkMemoryFootPrint() |
boolean |
haveMojo() |
boolean |
havePojo() |
void |
init(boolean expensive) |
boolean |
isSupervised() |
void |
setWideDataset(boolean isWide) |
protected hex.svd.SVD.SVDDriver |
trainModelImpl() |
static double[][] |
updateIVVSum(double[][] ivv_sum,
double[] vec) |
algoName, algos, checkDistributions, clearInitState, clearValidationErrors, computeCrossValidation, computePriorClassDistribution, cv_AssignFold, cv_buildModels, cv_computeAndSetOptimalParameters, cv_mainModelScores, cv_makeFramesAndBuilders, cv_makeWeights, cv_scoreCVModels, defaultKey, desiredChunks, dest, error_count, error, get, getToEigenVec, hasFoldCol, hasOffsetCol, hasWeightCol, hide, ignoreBadColumns, ignoreConstColumns, ignoreInvalidColumns, ignoreStringColumns, info, init_adaptFrameToTrain, isClassifier, isStopped, javaName, logMe, make, message, nclasses, nFoldCV, nFoldWork, nModelsInParallel, numSpecialCols, paramName, rebalance, response, schemaDirectory, separateFeatureVecs, setTrain, shouldReorder, specialColNames, stop_requested, timeout, train, trainModel, trainModelNested, valid, validationErrors, vresponse, warn
public SVD(SVDModel.SVDParameters parms)
public SVD(SVDModel.SVDParameters parms, water.Job job)
public SVD(SVDModel.SVDParameters parms, water.Job job, boolean callFromGlrm, GLRMModel gmodel)
public SVD(boolean startup_once)
protected hex.svd.SVD.SVDDriver trainModelImpl()
trainModelImpl
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 boolean isSupervised()
isSupervised
in class hex.ModelBuilder<SVDModel,SVDModel.SVDParameters,SVDModel.SVDOutput>
public boolean havePojo()
havePojo
in class hex.ModelBuilder<SVDModel,SVDModel.SVDParameters,SVDModel.SVDOutput>
public boolean haveMojo()
haveMojo
in class hex.ModelBuilder<SVDModel,SVDModel.SVDParameters,SVDModel.SVDOutput>
protected void checkMemoryFootPrint()
checkMemoryFootPrint
in class hex.ModelBuilder<SVDModel,SVDModel.SVDParameters,SVDModel.SVDOutput>
public void setWideDataset(boolean isWide)
public void init(boolean expensive)
init
in class hex.ModelBuilder<SVDModel,SVDModel.SVDParameters,SVDModel.SVDOutput>
public static double[][] updateIVVSum(double[][] ivv_sum, double[] vec)