A B C E F G H I L M O P Q R S T U W Z

A

AlgorithmInterface<TypeWID,TypeQ,TypeR> - Interface in org.square.qa.algorithms

B

BayesGeneralized<TypeWID,TypeQ,TypeR> - Class in org.square.qa.algorithms

BayesGeneralized(Models<TypeWID, TypeQ, TypeR>.BayesModel, boolean) - Constructor for class org.square.qa.algorithms.BayesGeneralized

Constructor for BayesGeneralized

BinaryMapEstRY<TypeWID,TypeQ,TypeR> - Class in org.square.qa.algorithms

BinaryMapEstRY(Models<TypeWID, TypeQ, TypeR>.RaykarModel) - Constructor for class org.square.qa.algorithms.BinaryMapEstRY

Constructor for BinaryMapEstRY

C

categToInt - Static variable in class org.square.qa.utilities.constructs.GeneralUtils.nFoldSet

classPriorSet - Static variable in class org.square.qa.utilities.constructs.GeneralUtils.nFoldSet

coloumnSwitch - Variable in class org.square.qa.utilities.fileParsers.FileParserJStrings

compareTo(Pair<T, U>) - Method in class org.square.qa.utilities.constructs.Pair

computeComparableResultVector() - Method in class org.square.qa.utilities.constructs.Results

Computes results as a vector of type DoubleMatrix

computeComparableResuts() - Method in class org.square.qa.utilities.constructs.Results

Extracts results from compiled results in sorted order of questions

computeDefaultNewWorkerConfusion() - Method in class org.square.qa.utilities.constructs.Models.BayesModel

Compute default worker confusion map

computeLabelEstimates() - Method in class org.square.qa.algorithms.BayesGeneralized

Compute label estimates

computeLabelEstimates() - Method in class org.square.qa.algorithms.BinaryMapEstRY

Compute label estimates

computeLabelEstimates() - Method in class org.square.qa.algorithms.MajorityVoteGeneralized

Compute label estimates

computeLabelEstimates() - Method in class org.square.qa.algorithms.ZenCrowdEM

Compute label estimates

computeMetrics(DoubleMatrix, Metrics, Pair<DoubleMatrix, DoubleMatrix>, Pair<DoubleMatrix, DoubleMatrix>...) - Static method in class org.square.qa.utilities.constructs.GeneralUtils

computeMetrics(boolean, boolean) - Method in class org.square.qa.utilities.constructs.Results

Computes metrics

E

equals(Object) - Method in class org.square.qa.utilities.constructs.Pair

equalsFirst(Pair<T, U>) - Method in class org.square.qa.utilities.constructs.Pair

Equality of contained object of type T

equalsFirst(T) - Method in class org.square.qa.utilities.constructs.Pair

Equality of contained object of type T

equalsSecond(Pair<T, U>) - Method in class org.square.qa.utilities.constructs.Pair

Equality of contained object of type U

equalsSecond(U) - Method in class org.square.qa.utilities.constructs.Pair

Equality of contained object of type U

ExtendedAlgorithmInterface<TypeWID,TypeQ,TypeR> - Interface in org.square.qa.algorithms

F

FileParserJStrings - Class in org.square.qa.utilities.fileParsers

FileParserJStrings() - Constructor for class org.square.qa.utilities.fileParsers.FileParserJStrings

FileParserSimple - Class in org.square.qa.utilities.fileParsers

FileParserSimple() - Constructor for class org.square.qa.utilities.fileParsers.FileParserSimple

fillNFoldClass(Set<String>) - Static method in class org.square.qa.utilities.constructs.GeneralUtils

Update NFold class with mapping from workers, questions and categories to Integer

G

GeneralUtils - Class in org.square.qa.utilities.constructs

GeneralUtils() - Constructor for class org.square.qa.utilities.constructs.GeneralUtils

GeneralUtils.nFoldSet - Class in org.square.qa.utilities.constructs

GeneralUtils.nFoldSet() - Constructor for class org.square.qa.utilities.constructs.GeneralUtils.nFoldSet

GeneralUtilsParameterized<TypeWID,TypeQ,TypeR> - Class in org.square.qa.utilities.constructs

GeneralUtilsParameterized() - Constructor for class org.square.qa.utilities.constructs.GeneralUtilsParameterized

getAccuracy() - Method in class org.square.qa.utilities.constructs.Metrics

Get accuracy for each category

getAvgAccuracy() - Method in class org.square.qa.utilities.constructs.Metrics

Get average accuracy

getAvgFMeasure() - Method in class org.square.qa.utilities.constructs.Metrics

Get average f-measure

getAvgPrecision() - Method in class org.square.qa.utilities.constructs.Metrics

Get average precision

getAvgRecall() - Method in class org.square.qa.utilities.constructs.Metrics

Get average recall

getBayesModel() - Method in class org.square.qa.utilities.constructs.Models

Get BayesModel

getBayesTestModel() - Method in class org.square.qa.utilities.constructs.Models

Get BayesModel -- test configuration

getBetaParam(double, double) - Static method in class org.square.qa.utilities.constructs.GeneralUtils

Get the parameters of a Beta distribution for input mean and variance

getCategIntMap(Set<TypeR>) - Method in class org.square.qa.utilities.constructs.GeneralUtilsParameterized

Map response categories to integers

getCategMap() - Method in class org.square.qa.utilities.constructs.Results

getCategories() - Method in class org.square.qa.utilities.constructs.Results

getCategoriesList() - Method in class org.square.qa.utilities.constructs.Metrics

Get categories

getClassPriorParam() - Method in class org.square.qa.utilities.constructs.Models.ZenModel

Get class prior

getClassPriors() - Method in class org.square.qa.utilities.constructs.Models.MajorityModel

Get class priors

getCombinedEstLabels() - Method in interface org.square.qa.algorithms.AlgorithmInterface

Get computed/partially-computed results

getComparableResults() - Method in class org.square.qa.utilities.constructs.Results

getComparableResultVector() - Method in class org.square.qa.utilities.constructs.Results

getCurrentModel() - Method in class org.square.qa.algorithms.BayesGeneralized

Get BayesModel

getCurrentModel() - Method in class org.square.qa.algorithms.MajorityVoteGeneralized

Get MajorityModel

getCurrentModel() - Method in class org.square.qa.algorithms.ZenCrowdEM

Get ZenModel

getFileName(String) - Method in class org.square.qa.utilities.fileParsers.FileParserJStrings

Get filename

getFileName(String) - Method in class org.square.qa.utilities.fileParsers.FileParserSimple

getFilteredGT(Map<TypeQ, TypeR>, List<TypeQ>) - Method in class org.square.qa.utilities.constructs.GeneralUtilsParameterized

Filter ground truth to include input questions only

getFilteredWorkerMap(Map<TypeWID, workersDataStruct<TypeQ, TypeR>>, List<TypeQ>) - Method in class org.square.qa.utilities.constructs.GeneralUtilsParameterized

Filter worker responses to include input questions only

getFirst() - Method in class org.square.qa.utilities.constructs.Pair

Get contained object of type T

getfMeasure() - Method in class org.square.qa.utilities.constructs.Metrics

Get f-measure for each category

getGoldStandard() - Method in interface org.square.qa.algorithms.AlgorithmInterface

Get ground truth question response pairs from the gold partition

getLapAlpha() - Method in class org.square.qa.utilities.constructs.Models.BayesModel

Get Laplacian alpha smoothing parameter

getLapBeta() - Method in class org.square.qa.utilities.constructs.Models.BayesModel

Get Laplacian beta smoothing parameter

getMajorityModel() - Method in class org.square.qa.utilities.constructs.Models

Get MajorityModel

getMajorityTestModel() - Method in class org.square.qa.utilities.constructs.Models

Get MajorityModel -- test configuration

getMetrics() - Method in class org.square.qa.utilities.constructs.Results

getNewWorkerConfusion() - Method in class org.square.qa.utilities.constructs.Models.BayesModel

Get default worker confusion map

getParamUtils() - Static method in class org.square.qa.utilities.constructs.GeneralUtils

Get parameterized utils object

getPosClassBetaParam() - Method in class org.square.qa.utilities.constructs.Models.RaykarModel

Get positive class Beta distribution parameters

getPositiveClass() - Method in class org.square.qa.utilities.constructs.Models.RaykarModel

Get Positive class

getPrecision() - Method in class org.square.qa.utilities.constructs.Metrics

Get precision for each category

getPrintString(boolean) - Method in class org.square.qa.utilities.constructs.Metrics

Print computed metrics

getQuestionIntMap(Map<TypeWID, workersDataStruct<TypeQ, TypeR>>) - Method in class org.square.qa.utilities.constructs.GeneralUtilsParameterized

Compute a map from questions to integers

getQuestionResultPair(Map<TypeQ, Pair<TypeR, Map<TypeR, Double>>>) - Method in class org.square.qa.utilities.constructs.GeneralUtilsParameterized

Get question and estimated results from combined results

getQuestions(Map<String, workersDataStruct<String, String>>) - Static method in class org.square.qa.utilities.constructs.GeneralUtils

Extract questions from workers map

getQuestions(Map<TypeWID, workersDataStruct<TypeQ, TypeR>>) - Method in class org.square.qa.utilities.constructs.GeneralUtilsParameterized

Extract questions from workers map

getQuestionsGT(Map<TypeQ, TypeR>) - Method in class org.square.qa.utilities.constructs.GeneralUtilsParameterized

Extract questions from ground truth

getRaykarModel() - Method in class org.square.qa.utilities.constructs.Models

Get RaykarModel

getRaykarTestModel() - Method in class org.square.qa.utilities.constructs.Models

Get RaykarModel -- test configuration

getRecall() - Method in class org.square.qa.utilities.constructs.Metrics

Get recall for each category

getResponseCategories() - Method in interface org.square.qa.algorithms.AlgorithmInterface

Get valid response categories

getSecond() - Method in class org.square.qa.utilities.constructs.Pair

Get contained object of type U

getTuneGT() - Method in interface org.square.qa.algorithms.AlgorithmInterface

Get ground truth question response pairs from the tune partition

getWorkerConfustionMaps() - Method in class org.square.qa.utilities.constructs.Models.BayesModel

Get worker confusion maps

getWorkerIntMap(Map<TypeWID, workersDataStruct<TypeQ, TypeR>>) - Method in class org.square.qa.utilities.constructs.GeneralUtilsParameterized

Compute a map from workers to integers

getWorkerPriors() - Method in class org.square.qa.utilities.constructs.Models.RaykarModel

Get worker priors

getWorkerPriors() - Method in class org.square.qa.utilities.constructs.Models.ZenModel

Get worker priors

getWorkerReliabilityMap() - Method in class org.square.qa.utilities.constructs.Models.ZenModel

Get worker reliability

getWorkerResponses() - Method in class org.square.qa.utilities.constructs.workersDataStruct

Returns contained worker responses

getWorkersMap() - Method in interface org.square.qa.algorithms.AlgorithmInterface

Get all responses stored for each worker

getWorkersMapGold() - Method in interface org.square.qa.algorithms.AlgorithmInterface

Get worker responses from the Gold partition

getWorkersMapTune() - Method in interface org.square.qa.algorithms.AlgorithmInterface

Get worker responses from the Tune partition

getZenModel() - Method in class org.square.qa.utilities.constructs.Models

Get ZenModel

getZenTestModel() - Method in class org.square.qa.utilities.constructs.Models

Get ZenModel -- test configuration

gold - Static variable in class org.square.qa.utilities.constructs.GeneralUtils.nFoldSet

goldSet - Static variable in class org.square.qa.utilities.constructs.GeneralUtils.nFoldSet

gt - Static variable in class org.square.qa.utilities.constructs.GeneralUtils.nFoldSet

gtSet - Static variable in class org.square.qa.utilities.constructs.GeneralUtils.nFoldSet

gtSetTune - Static variable in class org.square.qa.utilities.constructs.GeneralUtils.nFoldSet

H

hasClassPriorParam() - Method in class org.square.qa.utilities.constructs.Models.ZenModel

Check availability of class prior

hasClassPriors() - Method in class org.square.qa.utilities.constructs.Models.MajorityModel

Check for presence of class priors

hasCombinedEstLabels() - Method in interface org.square.qa.algorithms.AlgorithmInterface

Checks if results are computed

hasGoldStandard() - Method in interface org.square.qa.algorithms.AlgorithmInterface

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

hashCode() - Method in class org.square.qa.utilities.constructs.Pair

hasLapAlpha() - Method in class org.square.qa.utilities.constructs.Models.BayesModel

Check is Laplacian alpha smoothing parameter is loaded

hasLapBeta() - Method in class org.square.qa.utilities.constructs.Models.BayesModel

Check is Laplacian beta smoothing parameter is loaded

hasNewWorkerConfusion() - Method in class org.square.qa.utilities.constructs.Models.BayesModel

Check presence of confusion map default for new workers

hasPosClassBetaParam() - Method in class org.square.qa.utilities.constructs.Models.RaykarModel

Check if positive class Beta distribution is set

hasPositiveClass() - Method in class org.square.qa.utilities.constructs.Models.RaykarModel

Check for Postive Class

hasResponseCategories() - Method in interface org.square.qa.algorithms.AlgorithmInterface

Checks for presence of response categories

hasTuneGT() - Method in interface org.square.qa.algorithms.AlgorithmInterface

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

hasWorkerConfusionMaps() - Method in class org.square.qa.utilities.constructs.Models.BayesModel

Check for presence of worker confusion maps

hasWorkerPriors() - Method in interface org.square.qa.algorithms.ExtendedAlgorithmInterface

Checks if worker priors are supported

hasWorkerPriors() - Method in class org.square.qa.utilities.constructs.Models.RaykarModel

hasWorkerPriors() - Method in class org.square.qa.utilities.constructs.Models.ZenModel

hasWorkerReliabilityMap() - Method in class org.square.qa.utilities.constructs.Models.ZenModel

Check is worker reliability is computed/loaded

hasWorkersMap() - Method in interface org.square.qa.algorithms.AlgorithmInterface

Checks for presence of worker responses from the evaluation partition

hasWorkersMapGold() - Method in interface org.square.qa.algorithms.AlgorithmInterface

Checks for presence of worker responses from the gold partition

hasWorkersMapTune() - Method in interface org.square.qa.algorithms.AlgorithmInterface

Checks for presence of worker responses from the tune partition

I

inferPosClassPrior() - Method in class org.square.qa.algorithms.BinaryMapEstRY

infer positive class prior from tune set

insertWorkerResponse(TypeQ, TypeR) - Method in class org.square.qa.utilities.constructs.workersDataStruct

Insert worker responses for each question

isSemiSupervisedModel() - Method in interface org.square.qa.algorithms.ExtendedAlgorithmInterface

Checks if algorithm is configured to run with 'light-supervision'

isSemiSupervisedModel() - Method in class org.square.qa.utilities.constructs.Models.RaykarModel

isSemiSupervisedModel() - Method in class org.square.qa.utilities.constructs.Models.ZenModel

isSupervisedModel() - Method in interface org.square.qa.algorithms.ExtendedAlgorithmInterface

Checks if algorithm is configured to run with 'supervision'

isSupervisedModel() - Method in class org.square.qa.utilities.constructs.Models.RaykarModel

isSupervisedModel() - Method in class org.square.qa.utilities.constructs.Models.ZenModel

isUnsupervisedModel() - Method in interface org.square.qa.algorithms.ExtendedAlgorithmInterface

Checks if algorithm is configured to run 'unsupervised'

isUnsupervisedModel() - Method in class org.square.qa.utilities.constructs.Models.RaykarModel

isUnsupervisedModel() - Method in class org.square.qa.utilities.constructs.Models.ZenModel

L

loadNFoldSet(File) - Static method in class org.square.qa.utilities.constructs.GeneralUtils

Load n fold sets from files

M

MajorityVoteGeneralized<TypeWID,TypeQ,TypeR> - Class in org.square.qa.algorithms

MajorityVoteGeneralized(Models<TypeWID, TypeQ, TypeR>.MajorityModel) - Constructor for class org.square.qa.algorithms.MajorityVoteGeneralized

Constructor for MajorityVoteGeneralized

Metrics - Class in org.square.qa.utilities.constructs

Metrics(List<Double>) - Constructor for class org.square.qa.utilities.constructs.Metrics

Constructor

Models<TypeWID,TypeQ,TypeR> - Class in org.square.qa.utilities.constructs

Models() - Constructor for class org.square.qa.utilities.constructs.Models

Models.BayesModel - Class in org.square.qa.utilities.constructs

Models.BayesModel() - Constructor for class org.square.qa.utilities.constructs.Models.BayesModel

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

Models.MajorityModel() - Constructor for class org.square.qa.utilities.constructs.Models.MajorityModel

Models.RaykarModel - Class in org.square.qa.utilities.constructs

Models.RaykarModel() - Constructor for class org.square.qa.utilities.constructs.Models.RaykarModel

Models.ZenModel - Class in org.square.qa.utilities.constructs

Models.ZenModel() - Constructor for class org.square.qa.utilities.constructs.Models.ZenModel

O

org.square.qa.algorithms - package org.square.qa.algorithms

org.square.qa.analysis - package org.square.qa.analysis

org.square.qa.utilities.constructs - package org.square.qa.utilities.constructs

org.square.qa.utilities.fileParsers - package org.square.qa.utilities.fileParsers

P

Pair<T,U> - Class in org.square.qa.utilities.constructs

Pair(T, U) - Constructor for class org.square.qa.utilities.constructs.Pair

Constructor

parseCategories() - Method in class org.square.qa.utilities.fileParsers.FileParserJStrings

Parse classes/categories/classes from input file

parseCategoriesWPrior() - Method in class org.square.qa.utilities.fileParsers.FileParserJStrings

Parse classes/categories with priors from input file

parseGoldStandard() - Method in class org.square.qa.utilities.fileParsers.FileParserJStrings

Parse gold data from gold standard file

parseGoldStandard() - Method in class org.square.qa.utilities.fileParsers.FileParserSimple

parseWorkerLabels() - Method in class org.square.qa.utilities.fileParsers.FileParserJStrings

Parse worker labels from worker responses file -- last line cannot be a blank line

parseWorkerLabels() - Method in class org.square.qa.utilities.fileParsers.FileParserSimple

printAll(File) - Static method in class org.square.qa.utilities.constructs.GeneralUtils

Print NFold data to files

printMapFileQI(Map<TypeQ, Integer>, File) - Method in class org.square.qa.utilities.constructs.GeneralUtilsParameterized

Print questions mapped to integers to a file

printMapFileRI(Map<TypeR, Integer>, File) - Method in class org.square.qa.utilities.constructs.GeneralUtilsParameterized

Print responses mapped to integers to a file

printMapFileWI(Map<TypeWID, Integer>, File) - Method in class org.square.qa.utilities.constructs.GeneralUtilsParameterized

Print workers mapped to integers to a file

printNumberedGT(Map<TypeQ, TypeR>, File) - Method in class org.square.qa.utilities.constructs.GeneralUtilsParameterized

Print ground truth to file -- categToInt, workerToInt and questionToInt need to be valid

printNumberedResponses(Map<TypeWID, workersDataStruct<TypeQ, TypeR>>, File) - Method in class org.square.qa.utilities.constructs.GeneralUtilsParameterized

Print worker responses to file -- categToInt, workerToInt and questionToInt need to be valid

printStatistics(Map<String, workersDataStruct<String, String>>, File...) - Static method in class org.square.qa.utilities.constructs.GeneralUtils

Print data statistics

printStatistics(Map<TypeWID, workersDataStruct<TypeQ, TypeR>>, File...) - Method in class org.square.qa.utilities.constructs.GeneralUtilsParameterized

Prints workerStatistics.txt dataStatistics.txt and questionStatistics.txt

printWorkerPrior() - Method in class org.square.qa.algorithms.BayesGeneralized

Print worker priors

printWorkerResponses() - Method in class org.square.qa.utilities.constructs.workersDataStruct

Prints contained responses

putFirst(T) - Method in class org.square.qa.utilities.constructs.Pair

Put object of type T into the container

putSecond(U) - Method in class org.square.qa.utilities.constructs.Pair

Put object of type U into the container

Q

questionToInt - Static variable in class org.square.qa.utilities.constructs.GeneralUtils.nFoldSet

R

responseCategories - Static variable in class org.square.qa.utilities.constructs.GeneralUtils.nFoldSet

Results<TypeQ,TypeR> - Class in org.square.qa.utilities.constructs

Results(Map<TypeQ, Pair<TypeR, Map<TypeR, Double>>>, Set<TypeR>) - Constructor for class org.square.qa.utilities.constructs.Results

Constructor

S

setAccuracy(DoubleMatrix) - Method in class org.square.qa.utilities.constructs.Metrics

Set Accuracy for each category

setAvgAccuracy(double) - Method in class org.square.qa.utilities.constructs.Metrics

Set average accuracy

setAvgFMeasure(double) - Method in class org.square.qa.utilities.constructs.Metrics

Set average f-measure

setAvgPrecision(double) - Method in class org.square.qa.utilities.constructs.Metrics

Set average precision

setAvgRecall(double) - Method in class org.square.qa.utilities.constructs.Metrics

Set average recall

setBayesModel(Models<TypeWID, TypeQ, TypeR>.BayesModel) - Method in class org.square.qa.utilities.constructs.Models

Set BayesModel

setBayesTestModel(Models<TypeWID, TypeQ, TypeR>.BayesModel) - Method in class org.square.qa.utilities.constructs.Models

Set BayesModel -- test configuration

setClassPriorParam(DoubleMatrix) - Method in class org.square.qa.utilities.constructs.Models.ZenModel

Set class prior

setClassPriors(Map<TypeR, Double>) - Method in class org.square.qa.utilities.constructs.Models.MajorityModel

Set class priors

setClassPriors(double...) - Method in class org.square.qa.utilities.constructs.Models.MajorityModel

Set class priors

setCombinedEstLabels(Map<TypeQ, Pair<TypeR, Map<TypeR, Double>>>) - Method in interface org.square.qa.algorithms.AlgorithmInterface

Load computed/partially-computed results

setFileName(String) - Method in class org.square.qa.utilities.fileParsers.FileParserJStrings

Set filename

setFileName(String) - Method in class org.square.qa.utilities.fileParsers.FileParserSimple

setfMeasure(DoubleMatrix) - Method in class org.square.qa.utilities.constructs.Metrics

Set f-measure for each category

setGold(Map<TypeQ, TypeR>) - Method in class org.square.qa.utilities.constructs.Results

Loads gold responses

setGoldStandard(Map<TypeQ, TypeR>) - Method in interface org.square.qa.algorithms.AlgorithmInterface

Set ground truth question response pairs from the gold partition

setGoldStandard(Map<TypeQ, TypeR>) - Method in class org.square.qa.utilities.constructs.Models

Set ground truth for gold (full-supervision) partition

setGroundTruth(Map<TypeQ, TypeR>) - Method in class org.square.qa.utilities.constructs.Results

Loads ground truth responses

setLapAlpha(double) - Method in class org.square.qa.utilities.constructs.Models.BayesModel

Set Laplacian alpha smoothing parameter

setLapBeta(double) - Method in class org.square.qa.utilities.constructs.Models.BayesModel

Set Laplacian beta smoothing parameter

setMajorityModel(Models<TypeWID, TypeQ, TypeR>.MajorityModel) - Method in class org.square.qa.utilities.constructs.Models

Set MajorityModel

setMajorityTestModel(Models<TypeWID, TypeQ, TypeR>.MajorityModel) - Method in class org.square.qa.utilities.constructs.Models

Set MajorityModel -- test configuration

setNewWorkerConfusion(HashMap<TypeR, Map<TypeR, Double>>) - Method in class org.square.qa.utilities.constructs.Models.BayesModel

Set default worker confusion map

setNFoldSets(int) - Static method in class org.square.qa.utilities.constructs.GeneralUtils

Compute n folds from data 5 fold -> 20% => n = 5 80% => n = -5

setNumIterations(int) - Method in class org.square.qa.algorithms.BinaryMapEstRY

Set number of EM iterations

setNumIterations(int) - Method in class org.square.qa.algorithms.ZenCrowdEM

Set number of EM iterations

setPosClassBetaParam(Pair<Double, Double>) - Method in class org.square.qa.utilities.constructs.Models.RaykarModel

Set positive class Beta distribution parameters

setPosClassPrior() - Method in class org.square.qa.algorithms.BinaryMapEstRY

Set positive class prior

setPositiveClass(TypeR) - Method in class org.square.qa.utilities.constructs.Models.RaykarModel

Set positive class

setPrecision(DoubleMatrix) - Method in class org.square.qa.utilities.constructs.Metrics

Set precision for each category

setRaykarModel(Models<TypeWID, TypeQ, TypeR>.RaykarModel) - Method in class org.square.qa.utilities.constructs.Models

Set RaykarModel

setRaykarTestModel(Models<TypeWID, TypeQ, TypeR>.RaykarModel) - Method in class org.square.qa.utilities.constructs.Models

Set RaykarModel -- test configuration

setRecall(DoubleMatrix) - Method in class org.square.qa.utilities.constructs.Metrics

Set Recall for each category

setResponseCategories(TreeSet<TypeR>) - Method in interface org.square.qa.algorithms.AlgorithmInterface

Set response categories

setResponseCategories(TreeSet<TypeR>) - Method in class org.square.qa.utilities.constructs.Models

Set response categories for each model

setResponseCategoriesTest(TreeSet<TypeR>) - Method in class org.square.qa.utilities.constructs.Models

Set response categories for each of the test models

setTune(Map<TypeQ, TypeR>) - Method in class org.square.qa.utilities.constructs.Results

Loads tune responses

setTuneGT(Map<TypeQ, TypeR>) - Method in interface org.square.qa.algorithms.AlgorithmInterface

Set ground truth question response pairs from the tune partition

setTuneGT(Map<TypeQ, TypeR>) - Method in class org.square.qa.utilities.constructs.Models

Set ground truth for tune (light-supervision) partition

setWorkerConfusionMaps(Map<TypeWID, Map<TypeR, Map<TypeR, Double>>>) - Method in class org.square.qa.utilities.constructs.Models.BayesModel

Set worker confusion maps

setWorkerPriors(Map<TypeWID, Pair<Pair<Double, Double>, Pair<Double, Double>>>) - Method in class org.square.qa.utilities.constructs.Models.RaykarModel

Set worker priors

setWorkerPriors(Map<TypeWID, Pair<Double, Double>>) - Method in class org.square.qa.utilities.constructs.Models.ZenModel

Set worker priors

setWorkerReliabilityMap(Map<TypeWID, Double>) - Method in class org.square.qa.utilities.constructs.Models.ZenModel

Set worker reliability

setWorkersMap(Map<TypeWID, workersDataStruct<TypeQ, TypeR>>) - Method in interface org.square.qa.algorithms.AlgorithmInterface

Set responses to questions for each worker

setWorkersMap(Map<TypeWID, workersDataStruct<TypeQ, TypeR>>) - Method in class org.square.qa.utilities.constructs.Models

Set workers responses for each model

setWorkersMapGold(Map<TypeWID, workersDataStruct<TypeQ, TypeR>>) - Method in interface org.square.qa.algorithms.AlgorithmInterface

Set worker responses from the Gold partition

setWorkersMapGold(Map<TypeWID, workersDataStruct<TypeQ, TypeR>>) - Method in class org.square.qa.utilities.constructs.Models

Set workers responses from the gold (full-supervision) partition

setWorkersMapTest(Map<TypeWID, workersDataStruct<TypeQ, TypeR>>) - Method in class org.square.qa.utilities.constructs.Models

Set workers responses for each of the test models

setWorkersMapTune(Map<TypeWID, workersDataStruct<TypeQ, TypeR>>) - Method in interface org.square.qa.algorithms.AlgorithmInterface

Set worker responses from the Tune partition

setWorkersMapTune(Map<TypeWID, workersDataStruct<TypeQ, TypeR>>) - Method in class org.square.qa.utilities.constructs.Models

Set workers responses from the tune (light-supervision) partition

setZenModel(Models<TypeWID, TypeQ, TypeR>.ZenModel) - Method in class org.square.qa.utilities.constructs.Models

Set ZenModel

setZenTestModel(Models<TypeWID, TypeQ, TypeR>.ZenModel) - Method in class org.square.qa.utilities.constructs.Models

Set ZenModel -- test configuration

T

testGT - Static variable in class org.square.qa.utilities.constructs.GeneralUtils.nFoldSet

toString() - Method in class org.square.qa.utilities.constructs.Metrics

toString() - Method in class org.square.qa.utilities.constructs.Pair

U

updateClassPriorParam(Pair<Double, Double>) - Method in class org.square.qa.utilities.constructs.Models.RaykarModel

Update positive class prior

updateClassPriorParam(DoubleMatrix) - Method in class org.square.qa.utilities.constructs.Models.ZenModel

Update class priors

updateWorkerConfusionMaps(Map<TypeWID, Map<TypeR, Map<TypeR, Double>>>) - Method in class org.square.qa.utilities.constructs.Models.BayesModel

Update worker confusion maps

updateWorkerPriors(Map<TypeWID, Pair<Pair<Double, Double>, Pair<Double, Double>>>) - Method in class org.square.qa.utilities.constructs.Models.RaykarModel

Update worker priors

updateWorkerPriors(Map<TypeWID, Pair<Double, Double>>) - Method in class org.square.qa.utilities.constructs.Models.ZenModel

Update worker priors

useClassPrior - Variable in class org.square.qa.utilities.constructs.Models.RaykarModel

useClassPrior - Variable in class org.square.qa.utilities.constructs.Models.ZenModel

useWorkerPrior - Variable in class org.square.qa.utilities.constructs.Models.RaykarModel

useWorkerPrior - Variable in class org.square.qa.utilities.constructs.Models.ZenModel

W

workerMaps - Static variable in class org.square.qa.utilities.constructs.GeneralUtils.nFoldSet

workerMapsTrainTune - Static variable in class org.square.qa.utilities.constructs.GeneralUtils.nFoldSet

workerMapsTune - Static variable in class org.square.qa.utilities.constructs.GeneralUtils.nFoldSet

workersDataStruct<TypeQ,TypeR> - Class in org.square.qa.utilities.constructs

workersDataStruct() - Constructor for class org.square.qa.utilities.constructs.workersDataStruct

workersMap - Static variable in class org.square.qa.utilities.constructs.GeneralUtils.nFoldSet

workersMapTest - Static variable in class org.square.qa.utilities.constructs.GeneralUtils.nFoldSet

workerToInt - Static variable in class org.square.qa.utilities.constructs.GeneralUtils.nFoldSet

Z

ZenCrowdEM<TypeWID,TypeQ,TypeR> - Class in org.square.qa.algorithms

ZenCrowdEM(Models<TypeWID, TypeQ, TypeR>.ZenModel) - Constructor for class org.square.qa.algorithms.ZenCrowdEM

Constructor for ZenCrowdEM

ZenCrowdEM(Models<TypeWID, TypeQ, TypeR>.ZenModel, boolean) - Constructor for class org.square.qa.algorithms.ZenCrowdEM

Constructor for ZenCrowdEM

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