hex

Class NewRowVecTask.DataFrame

java.lang.Object

water.Iced

hex.NewRowVecTask.DataFrame

All Implemented Interfaces:

java.lang.Cloneable, Freezable

Enclosing class:

NewRowVecTask<T extends Iced>

public static final class NewRowVecTask.DataFrame
extends Iced

Struct to keep info about our data. Contains column ids and info about data preprocessing and expansion of vategoricals. The last element is ALWAYS treated as response variable and is never normalized nor expanded (if categorical).

Field Summary

Fields

Modifier and Type	Field and Description
boolean	_standardized

Constructor Summary

Constructors

Constructor and Description
NewRowVecTask.DataFrame(ValueArray ary, int[] colIds, RowVecTask.Sampling s, boolean standardize, boolean expandCat)

Method Summary

Methods

Modifier and Type	Method and Description
int[]	betaColMap()
int	compactSz()
double[]	denormalizeBeta(double[] beta)
int	dense()
int	expandedSz()
RowVecTask.Sampling	getSampling()
RowVecTask.Sampling	getSamplingComplement()
int	largestCatSz()
static NewRowVecTask.DataFrame	makePCAData(ValueArray ary, int[] colIds, boolean standardize)
Frame	modelAsFrame()

Methods inherited from class water.Iced

clone, frozenType, init, newInstance, read, toDocField, write, writeJSON, writeJSONFields

Methods inherited from class java.lang.Object

equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Field Detail

_standardized

public final boolean _standardized

Constructor Detail

NewRowVecTask.DataFrame

public NewRowVecTask.DataFrame(ValueArray ary,
                       int[] colIds,
                       RowVecTask.Sampling s,
                       boolean standardize,
                       boolean expandCat)

Method Detail

makePCAData

public static NewRowVecTask.DataFrame makePCAData(ValueArray ary,
                                  int[] colIds,
                                  boolean standardize)

largestCatSz

public int largestCatSz()

getSampling

public RowVecTask.Sampling getSampling()

getSamplingComplement

public RowVecTask.Sampling getSamplingComplement()

expandedSz

public int expandedSz()

compactSz

public int compactSz()

dense

public int dense()

betaColMap

public int[] betaColMap()

denormalizeBeta

public double[] denormalizeBeta(double[] beta)

modelAsFrame

public Frame modelAsFrame()