com.sas.cas.actions.svDataDescription

Class SvddTrainOptions

java.lang.Object

com.sas.cas.CASActionOptions

com.sas.cas.CASGeneratedActionOptions

com.sas.cas.actions.svDataDescription.SvddTrainOptions

All Implemented Interfaces:

KeyedMap<java.lang.String,java.lang.Object>, java.io.Serializable, java.util.Map<java.lang.String,java.lang.Object>

public class SvddTrainOptions
extends CASGeneratedActionOptions

Options for svddTrain: Trains a support vector data description model.

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	SvddTrainOptions.SOLVER

Nested classes/interfaces inherited from class com.sas.cas.CASActionOptions

CASActionOptions.EnumValue, CASActionOptions.FORMAT

Nested classes/interfaces inherited from interface java.util.Map

java.util.Map.Entry<K,V>

Field Summary

Fields

Modifier and Type	Field and Description
static java.lang.String	ACTION_NAME
static java.lang.String	ACTION_SET_NAME
static java.lang.String	KEY_ATTRIBUTES
static java.lang.String	KEY_BW
static java.lang.String	KEY_CENTERTOL
static java.lang.String	KEY_CODE
static java.lang.String	KEY_CORRTOL
static java.lang.String	KEY_DISPLAY
static java.lang.String	KEY_FRACTION
static java.lang.String	KEY_ID
static java.lang.String	KEY_INPUTS
static java.lang.String	KEY_MAXITER
static java.lang.String	KEY_MAXSV
static java.lang.String	KEY_NMATCHITER
static java.lang.String	KEY_NOMINALS
static java.lang.String	KEY_OUTPUT
static java.lang.String	KEY_OUTPUTTABLES
static java.lang.String	KEY_RADIUSTOL
static java.lang.String	KEY_SAMPLESIZE
static java.lang.String	KEY_SAVESTATE
static java.lang.String	KEY_SEED
static java.lang.String	KEY_SOLVER
static java.lang.String	KEY_STOL
static java.lang.String	KEY_TABLE
static java.lang.String	KEY_TOL
static java.lang.String	KEY_WEIGHT

Fields inherited from class com.sas.cas.CASActionOptions

FLAGS_EXPAND_ARRAYS, FLAGS_IGNORE_DISPOSITION_ERROR, FLAGS_RETURN_RESULTS_ON_EXCEPTION, FLAGS_SKIP_ACTION_EVENTS, FLAGS_SKIP_RESULTS, HIDDEN_PASSWORD, JSON_NULL, LUA_NIL, PARAMETER_FLAG_ISPASSWORD, PARAMETER_FLAG_ISPATH, PARAMETER_FLAG_ISTABLENAME, PARAMETER_FLAG_ISVAR, PARAMETER_FLAG_REQUIRED, PYTHON_NULL, SERIALIZED_PREFIX

Constructor Summary

Constructors

Constructor and Description
SvddTrainOptions()
SvddTrainOptions(CASActionOptions options)

Method Summary

Modifier and Type	Method and Description
Casinvardesc[]	getAttribute()
Casinvardesc[]	getAttributes()
java.lang.Double	getBw()
java.lang.Double	getCenterTol()
Aircodegen	getCode()
java.lang.Double	getCorrTol()
java.lang.Double	getCTol()
DisplayTables	getDisplay()
java.lang.Double	getFrac()
java.lang.Double	getFraction()
java.lang.Double	getGauss()
java.lang.String[]	getId()
Casinvardesc[]	getInput()
Casinvardesc[]	getInputs()
java.lang.Integer	getMaxIter()
java.lang.Double	getMaxsv()
java.lang.Integer	getNMatch()
java.lang.Integer	getNmatchIter()
Casinvardesc[]	getNominal()
Casinvardesc[]	getNominals()
java.lang.Integer	getNSamp()
java.lang.Double	getOutlier_fraction()
OutputStatement	getOutput()
OutputTables	getOutputTables()
java.lang.Double	getRadiusTol()
java.lang.Double	getRTol()
java.lang.Integer	getSampleSize()
Casouttable	getSaveState()
java.lang.Integer	getSeed()
java.lang.Object	getServerDefaultValue(java.lang.String key) Gets the server default value, if known.
java.lang.Object	getSolver()
java.lang.Double	getSTol()
Castable	getTable()
java.lang.Double	getTol()
java.lang.String	getWeight()
SvddTrainOptions	setAttribute(Casinvardesc[] value)
SvddTrainOptions	setAttributes(Casinvardesc[] value) Sets the value of parameter 'attributes': specifies variable attributes.
SvddTrainOptions	setBw(java.lang.Double value) Sets the value of parameter 'bw': specifies Radial Basis Function (RBF) kernel bandwidth value.
SvddTrainOptions	setCenterTol(java.lang.Double value) Sets the value of parameter 'centerTol': specifies the convergence criteria for center for STOCHS solver.
SvddTrainOptions	setCode(Aircodegen value) Sets the value of parameter 'code': requests that the action produce SAS score code.
SvddTrainOptions	setCorrTol(java.lang.Double value) Sets the value of parameter 'corrTol': specifies the tolerance for correlation.
SvddTrainOptions	setCTol(java.lang.Double value)
SvddTrainOptions	setDisplay(DisplayTables value) Sets the value of parameter 'display'.
SvddTrainOptions	setFrac(java.lang.Double value)
SvddTrainOptions	setFraction(java.lang.Double value) Sets the value of parameter 'fraction': specifies expected outlier fraction value.
SvddTrainOptions	setGauss(java.lang.Double value)
SvddTrainOptions	setId(java.lang.String[] value) Sets the value of parameter 'id': specifies the variables to use as record identifiers and to transfer to the state output table.
SvddTrainOptions	setInput(Casinvardesc[] value)
SvddTrainOptions	setInputs(Casinvardesc[] value) Sets the value of parameter 'inputs': specifies the variables to be used in the training.
SvddTrainOptions	setMaxIter(java.lang.Integer value) Sets the value of parameter 'maxIter': specifies the maximum allowable iterations for STOCHS solver.
SvddTrainOptions	setMaxsv(java.lang.Double value) Sets the value of parameter 'maxsv': specifies the maximum allowable number of observations in the master set support vectors for STOCHS solver.
SvddTrainOptions	setNMatch(java.lang.Integer value)
SvddTrainOptions	setNmatchIter(java.lang.Integer value) Sets the value of parameter 'nmatchIter': specifies the nmatch value for STOCHS solver.
SvddTrainOptions	setNominal(Casinvardesc[] value)
SvddTrainOptions	setNominals(Casinvardesc[] value) Sets the value of parameter 'nominals': specifies the nominal variables to be used in the training.
SvddTrainOptions	setNSamp(java.lang.Integer value)
SvddTrainOptions	setOutlier_fraction(java.lang.Double value)
SvddTrainOptions	setOutput(OutputStatement value) Sets the value of parameter 'output'.
SvddTrainOptions	setOutputTables(OutputTables value) Sets the value of parameter 'outputTables': lists the result table names that are saved as CAS tables on the server.
SvddTrainOptions	setRadiusTol(java.lang.Double value) Sets the value of parameter 'radiusTol': specifies the convergence criteria for threshold R^2 for STOCHS solver.
SvddTrainOptions	setRTol(java.lang.Double value)
SvddTrainOptions	setSampleSize(java.lang.Integer value) Sets the value of parameter 'sampleSize': specifies the sample size for STOCHS solver.
SvddTrainOptions	setSaveState(Casouttable value) Sets the value of parameter 'saveState': specifies the output data table in which to save the state of the support vector data description for future scoring.
SvddTrainOptions	setSeed(java.lang.Integer value) Sets the value of parameter 'seed': specifies the seed value for random number generation.
SvddTrainOptions	setSolver(java.lang.Long value) Sets the value of parameter 'solver' for alternative 2.
SvddTrainOptions	setSolver(SvddTrainOptions.SOLVER value) Sets the value of parameter 'solver' for alternative 1.
SvddTrainOptions	setSTol(java.lang.Double value) Sets the value of parameter 'sTol': specifies the tolerance value for STOCHS solver.
SvddTrainOptions	setTable(Castable value) Sets the value of parameter 'table': specifies the settings for an input table.
SvddTrainOptions	setTol(java.lang.Double value) Sets the value of parameter 'tol': specifies the tolerance value for ACTSET solver.
SvddTrainOptions	setWeight(java.lang.String value) Sets the value of parameter 'weight': specifies the weight variable.

Methods inherited from class com.sas.cas.CASActionOptions

addActionFlags, addParameterFlag, appendValue, checkForPasswords, clear, containsKey, containsValue, convertToEnumArray, copy, deserialize, entrySet, equals, findOptionsClass, findSetter, get, getActionFlags, getActionName, getActionResponseEventListener, getActionResultEventListener, getActionSetName, getCASClient, getClassName, getDebugOptions, getDispositionEventListener, getFullyQualifiedActionName, getLogEventListener, getLogMessage, getMessageOutputStream, getMessageTagHandler, getParameter, getParameterAsBoolean, getParameterAsByteArray, getParameterAsDouble, getParameterAsDoubleArray, getParameterAsInteger, getParameterAsIntegerArray, getParameterAsLong, getParameterAsLongArray, getParameterAsString, getParameterAsStringArray, getParameterFlags, getParameterIgnoreCase, getParameterIgnoreCase, getParameterKeys, getPerformanceEventListener, getPropertyKey, getSessionID, getUserProperty, getUserPropertyKeys, hashCode, invoke, isEmpty, isFlagSet, isMap, isParameterFlagSet, isPassword, isPath, isRequired, isTable, isVariable, keySet, put, putAll, putAllDeep, putDeep, putDeep, quoteIfNotNull, remove, removeParameter, set, setActionFlags, setActionName, setActionResponseEventListener, setActionResultEventListener, setActionSetName, setCASClient, setDebugOptions, setDispositionEventListener, setFullyQualifiedActionName, setLogEventListener, setLogMessage, setMessageOutputStream, setMessageTagHandler, setParameter, setPerformanceEventListener, setPropertyKey, setSessionID, setUserProperty, size, toCASLString, toLuaString, toLuaString, toOptionsWithGeneratedClasses, toSerialized, toString, toString, toString, upcaseFirstChar, values

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Methods inherited from interface java.util.Map

compute, computeIfAbsent, computeIfPresent, forEach, getOrDefault, merge, putIfAbsent, remove, replace, replace, replaceAll

Field Detail

ACTION_SET_NAME

public static final java.lang.String ACTION_SET_NAME

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Constant Field Values

ACTION_NAME

public static final java.lang.String ACTION_NAME

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Constant Field Values

KEY_TABLE

public static final java.lang.String KEY_TABLE

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Constant Field Values

KEY_INPUTS

public static final java.lang.String KEY_INPUTS

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Constant Field Values

KEY_NOMINALS

public static final java.lang.String KEY_NOMINALS

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Constant Field Values

KEY_ATTRIBUTES

public static final java.lang.String KEY_ATTRIBUTES

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Constant Field Values

KEY_WEIGHT

public static final java.lang.String KEY_WEIGHT

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Constant Field Values

KEY_ID

public static final java.lang.String KEY_ID

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Constant Field Values

KEY_FRACTION

public static final java.lang.String KEY_FRACTION

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Constant Field Values

KEY_BW

public static final java.lang.String KEY_BW

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Constant Field Values

KEY_TOL

public static final java.lang.String KEY_TOL

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Constant Field Values

KEY_SOLVER

public static final java.lang.String KEY_SOLVER

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Constant Field Values

KEY_MAXSV

public static final java.lang.String KEY_MAXSV

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Constant Field Values

KEY_CORRTOL

public static final java.lang.String KEY_CORRTOL

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Constant Field Values

KEY_DISPLAY

public static final java.lang.String KEY_DISPLAY

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Constant Field Values

KEY_OUTPUTTABLES

public static final java.lang.String KEY_OUTPUTTABLES

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Constant Field Values

KEY_OUTPUT

public static final java.lang.String KEY_OUTPUT

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Constant Field Values

KEY_SAVESTATE

public static final java.lang.String KEY_SAVESTATE

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Constant Field Values

KEY_CODE

public static final java.lang.String KEY_CODE

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Constant Field Values

KEY_SAMPLESIZE

public static final java.lang.String KEY_SAMPLESIZE

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Constant Field Values

KEY_MAXITER

public static final java.lang.String KEY_MAXITER

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Constant Field Values

KEY_SEED

public static final java.lang.String KEY_SEED

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Constant Field Values

KEY_NMATCHITER

public static final java.lang.String KEY_NMATCHITER

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Constant Field Values

KEY_CENTERTOL

public static final java.lang.String KEY_CENTERTOL

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Constant Field Values

KEY_RADIUSTOL

public static final java.lang.String KEY_RADIUSTOL

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Constant Field Values

KEY_STOL

public static final java.lang.String KEY_STOL

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Constant Field Values

Constructor Detail

SvddTrainOptions

public SvddTrainOptions()

SvddTrainOptions

public SvddTrainOptions(CASActionOptions options)

Method Detail

getServerDefaultValue

public java.lang.Object getServerDefaultValue(java.lang.String key)

Description copied from class: CASActionOptions

Gets the server default value, if known.

Overrides:

getServerDefaultValue in class CASActionOptions

Parameters:

key - The parameter key

Returns:

THe default value, or null if not known

getTable

public Castable getTable()

setTable

public SvddTrainOptions setTable(Castable value)

Sets the value of parameter 'table': specifies the settings for an input table.

Parameters:

value - The value

Returns:

The options object

getInputs

public Casinvardesc[] getInputs()

getInput

public Casinvardesc[] getInput()

setInputs

public SvddTrainOptions setInputs(Casinvardesc[] value)

Sets the value of parameter 'inputs': specifies the variables to be used in the training.

Parameters:

value - The value

Returns:

The options object

setInput

public SvddTrainOptions setInput(Casinvardesc[] value)

getNominals

public Casinvardesc[] getNominals()

getNominal

public Casinvardesc[] getNominal()

setNominals

public SvddTrainOptions setNominals(Casinvardesc[] value)

Sets the value of parameter 'nominals': specifies the nominal variables to be used in the training.

Parameters:

value - The value

Returns:

The options object

setNominal

public SvddTrainOptions setNominal(Casinvardesc[] value)

getAttributes

public Casinvardesc[] getAttributes()

getAttribute

public Casinvardesc[] getAttribute()

setAttributes

public SvddTrainOptions setAttributes(Casinvardesc[] value)

Sets the value of parameter 'attributes': specifies variable attributes.

Parameters:

value - The value

Returns:

The options object

setAttribute

public SvddTrainOptions setAttribute(Casinvardesc[] value)

getWeight

public java.lang.String getWeight()

setWeight

public SvddTrainOptions setWeight(java.lang.String value)

Sets the value of parameter 'weight': specifies the weight variable.

Parameters:

value - The value

Returns:

The options object

getId

public java.lang.String[] getId()

setId

public SvddTrainOptions setId(java.lang.String[] value)

Sets the value of parameter 'id': specifies the variables to use as record identifiers and to transfer to the state output table.

Parameters:

value - The value

Returns:

The options object

getFraction

public java.lang.Double getFraction()

getFrac

public java.lang.Double getFrac()

getOutlier_fraction

public java.lang.Double getOutlier_fraction()

setFraction

public SvddTrainOptions setFraction(java.lang.Double value)

Sets the value of parameter 'fraction': specifies expected outlier fraction value. The server default is 0.

Parameters:

value - The value

Returns:

The options object

setFrac

public SvddTrainOptions setFrac(java.lang.Double value)

setOutlier_fraction

public SvddTrainOptions setOutlier_fraction(java.lang.Double value)

getBw

public java.lang.Double getBw()

getGauss

public java.lang.Double getGauss()

setBw

public SvddTrainOptions setBw(java.lang.Double value)

Sets the value of parameter 'bw': specifies Radial Basis Function (RBF) kernel bandwidth value.

Parameters:

value - The value

Returns:

The options object

setGauss

public SvddTrainOptions setGauss(java.lang.Double value)

getTol

public java.lang.Double getTol()

setTol

public SvddTrainOptions setTol(java.lang.Double value)

Sets the value of parameter 'tol': specifies the tolerance value for ACTSET solver. The server default is -1.

Parameters:

value - The value

Returns:

The options object

getSolver

public java.lang.Object getSolver()

setSolver

public SvddTrainOptions setSolver(SvddTrainOptions.SOLVER value)

Sets the value of parameter 'solver' for alternative 1. The server default is SOLVER.ACTSET.

Parameters:

value - The value

Returns:

The options object

setSolver

public SvddTrainOptions setSolver(java.lang.Long value)

Sets the value of parameter 'solver' for alternative 2.

Parameters:

value - The value

Returns:

The options object

getMaxsv

public java.lang.Double getMaxsv()

setMaxsv

public SvddTrainOptions setMaxsv(java.lang.Double value)

Sets the value of parameter 'maxsv': specifies the maximum allowable number of observations in the master set support vectors for STOCHS solver. The server default is -1.

Parameters:

value - The value

Returns:

The options object

getCorrTol

public java.lang.Double getCorrTol()

setCorrTol

public SvddTrainOptions setCorrTol(java.lang.Double value)

Sets the value of parameter 'corrTol': specifies the tolerance for correlation. The server default is 0.0001.

Parameters:

value - The value

Returns:

The options object

getDisplay

public DisplayTables getDisplay()

setDisplay

public SvddTrainOptions setDisplay(DisplayTables value)

Sets the value of parameter 'display'.

Parameters:

value - The value

Returns:

The options object

getOutputTables

public OutputTables getOutputTables()

setOutputTables

public SvddTrainOptions setOutputTables(OutputTables value)

Sets the value of parameter 'outputTables': lists the result table names that are saved as CAS tables on the server.

Parameters:

value - The value

Returns:

The options object

getOutput

public OutputStatement getOutput()

setOutput

public SvddTrainOptions setOutput(OutputStatement value)

Sets the value of parameter 'output'.

Parameters:

value - The value

Returns:

The options object

getSaveState

public Casouttable getSaveState()

setSaveState

public SvddTrainOptions setSaveState(Casouttable value)

Sets the value of parameter 'saveState': specifies the output data table in which to save the state of the support vector data description for future scoring.

Parameters:

value - The value

Returns:

The options object

getCode

public Aircodegen getCode()

setCode

public SvddTrainOptions setCode(Aircodegen value)

Sets the value of parameter 'code': requests that the action produce SAS score code.

Parameters:

value - The value

Returns:

The options object

getSampleSize

public java.lang.Integer getSampleSize()

getNSamp

public java.lang.Integer getNSamp()

setSampleSize

public SvddTrainOptions setSampleSize(java.lang.Integer value)

Sets the value of parameter 'sampleSize': specifies the sample size for STOCHS solver.

Parameters:

value - The value

Returns:

The options object

setNSamp

public SvddTrainOptions setNSamp(java.lang.Integer value)

getMaxIter

public java.lang.Integer getMaxIter()

setMaxIter

public SvddTrainOptions setMaxIter(java.lang.Integer value)

Sets the value of parameter 'maxIter': specifies the maximum allowable iterations for STOCHS solver.

Parameters:

value - The value

Returns:

The options object

getSeed

public java.lang.Integer getSeed()

setSeed

public SvddTrainOptions setSeed(java.lang.Integer value)

Sets the value of parameter 'seed': specifies the seed value for random number generation.

Parameters:

value - The value

Returns:

The options object

getNmatchIter

public java.lang.Integer getNmatchIter()

getNMatch

public java.lang.Integer getNMatch()

setNmatchIter

public SvddTrainOptions setNmatchIter(java.lang.Integer value)

Sets the value of parameter 'nmatchIter': specifies the nmatch value for STOCHS solver. The server default is -1.

Parameters:

value - The value

Returns:

The options object

setNMatch

public SvddTrainOptions setNMatch(java.lang.Integer value)

getCenterTol

public java.lang.Double getCenterTol()

getCTol

public java.lang.Double getCTol()

setCenterTol

public SvddTrainOptions setCenterTol(java.lang.Double value)

Sets the value of parameter 'centerTol': specifies the convergence criteria for center for STOCHS solver. The server default is -1.

Parameters:

value - The value

Returns:

The options object

setCTol

public SvddTrainOptions setCTol(java.lang.Double value)

getRadiusTol

public java.lang.Double getRadiusTol()

getRTol

public java.lang.Double getRTol()

setRadiusTol

public SvddTrainOptions setRadiusTol(java.lang.Double value)

Sets the value of parameter 'radiusTol': specifies the convergence criteria for threshold R^2 for STOCHS solver. The server default is -1.

Parameters:

value - The value

Returns:

The options object

setRTol

public SvddTrainOptions setRTol(java.lang.Double value)

getSTol

public java.lang.Double getSTol()

setSTol

public SvddTrainOptions setSTol(java.lang.Double value)

Sets the value of parameter 'sTol': specifies the tolerance value for STOCHS solver. The server default is -1.

Parameters:

value - The value

Returns:

The options object