org.square.qa.utilities.constructs
Class Models.MajorityModel

java.lang.Object
  org.square.qa.utilities.constructs.Models.MajorityModel

All Implemented Interfaces:

AlgorithmInterface<TypeWID,TypeQ,TypeR>

Enclosing class:

Models<TypeWID,TypeQ,TypeR>

public class Models.MajorityModel
extends Object

Field Summary

protected Map<TypeQ,Pair<TypeR,Map<TypeR,Double>>>	combinedEstLabels
protected Map<TypeQ,TypeR>	goldStandard
protected TreeSet<TypeR>	responseCategories
protected Map<TypeQ,TypeR>	tuneGT
protected Map<TypeWID,workersDataStruct<TypeQ,TypeR>>	workersMap
protected Map<TypeWID,workersDataStruct<TypeQ,TypeR>>	workersMapGold
protected Map<TypeWID,workersDataStruct<TypeQ,TypeR>>	workersMapTune

Constructor Summary

Models.MajorityModel()

Method Summary

Map<TypeR,Double>	getClassPriors() Get class priors
Map<TypeQ,Pair<TypeR,Map<TypeR,Double>>>	getCombinedEstLabels() Get computed/partially-computed results
Map<TypeQ,TypeR>	getGoldStandard() Get ground truth question response pairs from the gold partition
TreeSet<TypeR>	getResponseCategories() Get valid response categories
Map<TypeQ,TypeR>	getTuneGT() Get ground truth question response pairs from the tune partition
Map<TypeWID,workersDataStruct<TypeQ,TypeR>>	getWorkersMap() Get all responses stored for each worker
Map<TypeWID,workersDataStruct<TypeQ,TypeR>>	getWorkersMapGold() Get worker responses from the Gold partition
Map<TypeWID,workersDataStruct<TypeQ,TypeR>>	getWorkersMapTune() Get worker responses from the Tune partition
boolean	hasClassPriors() Check for presence of class priors
boolean	hasCombinedEstLabels() Checks if results are computed
boolean	hasGoldStandard() Checks if gold standard is used by the algorithm (supervised)
boolean	hasResponseCategories() Checks for presence of response categories
boolean	hasTuneGT() Checks if ground truth for tune partition is used by the algorithm (lightly-supervised)
boolean	hasWorkersMap() Checks for presence of worker responses from the evaluation partition
boolean	hasWorkersMapGold() Checks for presence of worker responses from the gold partition
boolean	hasWorkersMapTune() Checks for presence of worker responses from the tune partition
void	setClassPriors(double... classPriors) Set class priors
void	setClassPriors(Map<TypeR,Double> classPriors) Set class priors
void	setCombinedEstLabels(Map<TypeQ,Pair<TypeR,Map<TypeR,Double>>> combinedEstLabels) Load computed/partially-computed results
void	setGoldStandard(Map<TypeQ,TypeR> goldStandard) Set ground truth question response pairs from the gold partition
void	setResponseCategories(TreeSet<TypeR> responseCategories) Set response categories
void	setTuneGT(Map<TypeQ,TypeR> tuneGT) Set ground truth question response pairs from the tune partition
void	setWorkersMap(Map<TypeWID,workersDataStruct<TypeQ,TypeR>> workersMap) Set responses to questions for each worker
void	setWorkersMapGold(Map<TypeWID,workersDataStruct<TypeQ,TypeR>> workersMapGold) Set worker responses from the Gold partition
void	setWorkersMapTune(Map<TypeWID,workersDataStruct<TypeQ,TypeR>> workersMapTune) Set worker responses from the Tune partition

Methods inherited from class java.lang.Object

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

Field Detail

workersMap

protected Map<TypeWID,workersDataStruct<TypeQ,TypeR>> workersMap

responseCategories

protected TreeSet<TypeR> responseCategories

workersMapTune

protected Map<TypeWID,workersDataStruct<TypeQ,TypeR>> workersMapTune

workersMapGold

protected Map<TypeWID,workersDataStruct<TypeQ,TypeR>> workersMapGold

tuneGT

protected Map<TypeQ,TypeR> tuneGT

goldStandard

protected Map<TypeQ,TypeR> goldStandard

combinedEstLabels

protected Map<TypeQ,Pair<TypeR,Map<TypeR,Double>>> combinedEstLabels

Constructor Detail

Models.MajorityModel

public Models.MajorityModel()

Method Detail

setClassPriors

public void setClassPriors(Map<TypeR,Double> classPriors)

Set class priors

Parameters:

classPriors - is a Map from class categories to doubles

setClassPriors

public void setClassPriors(double... classPriors)

Set class priors

Parameters:

classPriors - is an array of doubles

getClassPriors

public Map<TypeR,Double> getClassPriors()

Get class priors

Returns:

class priors as a Map from class categories to doubles

hasClassPriors

public boolean hasClassPriors()

Check for presence of class priors

Returns:

true if class priors are present

getWorkersMap

public Map<TypeWID,workersDataStruct<TypeQ,TypeR>> getWorkersMap()

Description copied from interface: AlgorithmInterface

Get all responses stored for each worker

Specified by:

getWorkersMap in interface AlgorithmInterface<TypeWID,TypeQ,TypeR>

Returns:

a Map from Worker ID to a worker object holding questions and responses

setWorkersMap

public void setWorkersMap(Map<TypeWID,workersDataStruct<TypeQ,TypeR>> workersMap)

Description copied from interface: AlgorithmInterface

Set responses to questions for each worker

Specified by:

setWorkersMap in interface AlgorithmInterface<TypeWID,TypeQ,TypeR>

Parameters:

workersMap - is a Map from Worker ID to a worker object holding questions and responses

getResponseCategories

public TreeSet<TypeR> getResponseCategories()

Description copied from interface: AlgorithmInterface

Get valid response categories

Specified by:

getResponseCategories in interface AlgorithmInterface<TypeWID,TypeQ,TypeR>

Returns:

is a sorted set of response categories

setResponseCategories

public void setResponseCategories(TreeSet<TypeR> responseCategories)

Description copied from interface: AlgorithmInterface

Set response categories

Specified by:

setResponseCategories in interface AlgorithmInterface<TypeWID,TypeQ,TypeR>

Parameters:

responseCategories - is a TreeSet of TypeR

getWorkersMapTune

public Map<TypeWID,workersDataStruct<TypeQ,TypeR>> getWorkersMapTune()

Description copied from interface: AlgorithmInterface

Get worker responses from the Tune partition

Specified by:

getWorkersMapTune in interface AlgorithmInterface<TypeWID,TypeQ,TypeR>

Returns:

a Map from workers to objects containing worker questions and responses

setWorkersMapTune

public void setWorkersMapTune(Map<TypeWID,workersDataStruct<TypeQ,TypeR>> workersMapTune)

Description copied from interface: AlgorithmInterface

Set worker responses from the Tune partition

Specified by:

setWorkersMapTune in interface AlgorithmInterface<TypeWID,TypeQ,TypeR>

Parameters:

workersMapTune - is a Map from workers to objects containing worker questions and responses

getWorkersMapGold

public Map<TypeWID,workersDataStruct<TypeQ,TypeR>> getWorkersMapGold()

Description copied from interface: AlgorithmInterface

Get worker responses from the Gold partition

Specified by:

getWorkersMapGold in interface AlgorithmInterface<TypeWID,TypeQ,TypeR>

Returns:

a Map from workers to objects containing worker questions and responses

setWorkersMapGold

public void setWorkersMapGold(Map<TypeWID,workersDataStruct<TypeQ,TypeR>> workersMapGold)

Description copied from interface: AlgorithmInterface

Set worker responses from the Gold partition

Specified by:

setWorkersMapGold in interface AlgorithmInterface<TypeWID,TypeQ,TypeR>

Parameters:

workersMapGold - is a Map from workers to objects containing worker questions and responses

getTuneGT

public Map<TypeQ,TypeR> getTuneGT()

Description copied from interface: AlgorithmInterface

Get ground truth question response pairs from the tune partition

Specified by:

getTuneGT in interface AlgorithmInterface<TypeWID,TypeQ,TypeR>

Returns:

is a Map from questions to responses

setTuneGT

public void setTuneGT(Map<TypeQ,TypeR> tuneGT)

Description copied from interface: AlgorithmInterface

Set ground truth question response pairs from the tune partition

Specified by:

setTuneGT in interface AlgorithmInterface<TypeWID,TypeQ,TypeR>

Parameters:

tuneGT - is a Map from questions to responses

getGoldStandard

public Map<TypeQ,TypeR> getGoldStandard()

Description copied from interface: AlgorithmInterface

Get ground truth question response pairs from the gold partition

Specified by:

getGoldStandard in interface AlgorithmInterface<TypeWID,TypeQ,TypeR>

Returns:

is a Map from questions to responses

setGoldStandard

public void setGoldStandard(Map<TypeQ,TypeR> goldStandard)

Description copied from interface: AlgorithmInterface

Set ground truth question response pairs from the gold partition

Specified by:

setGoldStandard in interface AlgorithmInterface<TypeWID,TypeQ,TypeR>

Parameters:

goldStandard - is a Map from questions to responses

hasWorkersMap

public boolean hasWorkersMap()

Description copied from interface: AlgorithmInterface

Checks for presence of worker responses from the evaluation partition

Specified by:

hasWorkersMap in interface AlgorithmInterface<TypeWID,TypeQ,TypeR>

Returns:

true if workers responses are loaded

hasWorkersMapTune

public boolean hasWorkersMapTune()

Description copied from interface: AlgorithmInterface

Checks for presence of worker responses from the tune partition

Specified by:

hasWorkersMapTune in interface AlgorithmInterface<TypeWID,TypeQ,TypeR>

Returns:

true if workers responses are loaded

hasWorkersMapGold

public boolean hasWorkersMapGold()

Description copied from interface: AlgorithmInterface

Checks for presence of worker responses from the gold partition

Specified by:

hasWorkersMapGold in interface AlgorithmInterface<TypeWID,TypeQ,TypeR>

Returns:

true if workers responses are loaded

hasResponseCategories

public boolean hasResponseCategories()

Description copied from interface: AlgorithmInterface

Checks for presence of response categories

Specified by:

hasResponseCategories in interface AlgorithmInterface<TypeWID,TypeQ,TypeR>

Returns:

true if response categories are loaded

hasGoldStandard

public boolean hasGoldStandard()

Description copied from interface: AlgorithmInterface

Checks if gold standard is used by the algorithm (supervised)

Specified by:

hasGoldStandard in interface AlgorithmInterface<TypeWID,TypeQ,TypeR>

Returns:

true if gold standard is available

hasTuneGT

public boolean hasTuneGT()

Description copied from interface: AlgorithmInterface

Checks if ground truth for tune partition is used by the algorithm (lightly-supervised)

Specified by:

hasTuneGT in interface AlgorithmInterface<TypeWID,TypeQ,TypeR>

Returns:

true if ground truth for tune partition is available

getCombinedEstLabels

public Map<TypeQ,Pair<TypeR,Map<TypeR,Double>>> getCombinedEstLabels()

Description copied from interface: AlgorithmInterface

Get computed/partially-computed results

Specified by:

getCombinedEstLabels in interface AlgorithmInterface<TypeWID,TypeQ,TypeR>

Returns:

a Map from questions to Pair of predicted response and response probabilities

hasCombinedEstLabels

public boolean hasCombinedEstLabels()

Description copied from interface: AlgorithmInterface

Checks if results are computed

Specified by:

hasCombinedEstLabels in interface AlgorithmInterface<TypeWID,TypeQ,TypeR>

Returns:

true if results have been computed

setCombinedEstLabels

public void setCombinedEstLabels(Map<TypeQ,Pair<TypeR,Map<TypeR,Double>>> combinedEstLabels)

Description copied from interface: AlgorithmInterface

Load computed/partially-computed results

Specified by:

setCombinedEstLabels in interface AlgorithmInterface<TypeWID,TypeQ,TypeR>

Parameters:

combinedEstLabels - is a Map from questions to Pair of predicted response and response probabilities