water.bindings.pojos

Class CreateFrameV3

java.lang.Object

water.bindings.pojos.SchemaV3

water.bindings.pojos.RequestSchemaV3

water.bindings.pojos.CreateFrameV3

public class CreateFrameV3
extends RequestSchemaV3

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)
long	integerRange Range for integer variables (-range ...
JobKeyV3	key Job Key
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
long	realRange Range for real variables (-range ...
int	responseFactors Number of factor levels of the first column (1=real, 2=binomial, N=multinomial or ordinal)
long	rows Number of rows
long	seed Random number seed that determines the random values
long	seedForColumnTypes Random number seed for setting the column types
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.RequestSchemaV3

_excludeFields

Constructor Summary

Constructors

Constructor and Description
CreateFrameV3() 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 long 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

seedForColumnTypes

@SerializedName(value="seed_for_column_types")
public long seedForColumnTypes

Random number seed for setting the column types

randomize

public boolean randomize

Whether frame should be randomized

value

public long value

Constant value (for randomize=false)

realRange

@SerializedName(value="real_range")
public long realRange

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

categoricalFraction

@SerializedName(value="categorical_fraction")
public double categoricalFraction

Fraction of categorical columns (for randomize=true)

factors

public int factors

Factor levels for categorical variables

integerFraction

@SerializedName(value="integer_fraction")
public double integerFraction

Fraction of integer columns (for randomize=true)

integerRange

@SerializedName(value="integer_range")
public long integerRange

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

binaryFraction

@SerializedName(value="binary_fraction")
public double binaryFraction

Fraction of binary columns (for randomize=true)

binaryOnesFraction

@SerializedName(value="binary_ones_fraction")
public double binaryOnesFraction

Fraction of 1's in binary columns

timeFraction

@SerializedName(value="time_fraction")
public double timeFraction

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

stringFraction

@SerializedName(value="string_fraction")
public double stringFraction

Fraction of string columns (for randomize=true)

missingFraction

@SerializedName(value="missing_fraction")
public double missingFraction

Fraction of missing values

hasResponse

@SerializedName(value="has_response")
public boolean hasResponse

Whether an additional response column should be generated

responseFactors

@SerializedName(value="response_factors")
public int responseFactors

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

positiveResponse

@SerializedName(value="positive_response")
public boolean positiveResponse

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

key

public JobKeyV3 key

Job Key

Constructor Detail

CreateFrameV3

public CreateFrameV3()

Public constructor

Method Detail

toString

public java.lang.String toString()

Return the contents of this object as a JSON String.

Overrides:

toString in class RequestSchemaV3