water.bindings.pojos

Class CreateFrameOriginalIV4

java.lang.Object

water.bindings.pojos.InputSchemaV4

water.bindings.pojos.CreateFrameOriginalIV4

public class CreateFrameOriginalIV4
extends InputSchemaV4

Field Summary

Fields

Modifier and Type	Field and Description
double	binaryFraction Fraction of binary columns (for randomize=true)
double	binaryOnesFraction Fraction of 1's in binary columns
double	categoricalFraction Fraction of categorical columns (for randomize=true)
int	cols Number of data columns (in addition to the first response column)
FrameKeyV3	dest destination key
int	factors Factor levels for categorical variables
boolean	hasResponse Whether an additional response column should be generated
double	integerFraction Fraction of integer columns (for randomize=true)
int	integerRange Range for integer variables (-range ...
double	missingFraction Fraction of missing values
boolean	positiveResponse For real-valued response variable: Whether the response should be positive only.
boolean	randomize Whether frame should be randomized
double	realRange Range for real variables (-range ...
int	responseFactors Number of factor levels of the first column (1=real, 2=binomial, N=multinomial)
int	rows Number of rows
long	seed Random number seed that determines the random values
double	stringFraction Fraction of string columns (for randomize=true)
double	timeFraction Fraction of date/time columns (for randomize=true)
long	value Constant value (for randomize=false)

Fields inherited from class water.bindings.pojos.InputSchemaV4

_fields

Constructor Summary

Constructors

Constructor and Description
CreateFrameOriginalIV4() Public constructor

Method Summary

Modifier and Type	Method and Description
java.lang.String	toString() Return the contents of this object as a JSON String.

Methods inherited from class java.lang.Object

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

Field Detail

dest

public FrameKeyV3 dest

destination key

rows

public int rows

Number of rows

cols

public int cols

Number of data columns (in addition to the first response column)

seed

public long seed

Random number seed that determines the random values

randomize

public boolean randomize

Whether frame should be randomized

value

public long value

Constant value (for randomize=false)

realRange

public double realRange

Range for real variables (-range ... range)

categoricalFraction

public double categoricalFraction

Fraction of categorical columns (for randomize=true)

factors

public int factors

Factor levels for categorical variables

integerFraction

public double integerFraction

Fraction of integer columns (for randomize=true)

integerRange

public int integerRange

Range for integer variables (-range ... range)

binaryFraction

public double binaryFraction

Fraction of binary columns (for randomize=true)

binaryOnesFraction

public double binaryOnesFraction

Fraction of 1's in binary columns

timeFraction

public double timeFraction

Fraction of date/time columns (for randomize=true)

stringFraction

public double stringFraction

Fraction of string columns (for randomize=true)

missingFraction

public double missingFraction

Fraction of missing values

hasResponse

public boolean hasResponse

Whether an additional response column should be generated

responseFactors

public int responseFactors

Number of factor levels of the first column (1=real, 2=binomial, N=multinomial)

positiveResponse

public boolean positiveResponse

For real-valued response variable: Whether the response should be positive only.

Constructor Detail

CreateFrameOriginalIV4

public CreateFrameOriginalIV4()

Public constructor

Method Detail

toString

public java.lang.String toString()

Return the contents of this object as a JSON String.

Overrides:

toString in class InputSchemaV4