CrowdsourcingModels Namespace Reference

Classes
class	ActiveCrowdToolkitExperiment
class	ActiveLearning
	Class of active learning functions More...
class	ActiveLearningResult
class	BCC
	The BCC model class. More...
class	BCCPosteriors
	The BCC posteriors class. More...
class	CBCC
	The CBCC model class. More...
class	CBCCPosteriors
	CBCC posterior object. More...
class	DataMapping
	Data mapping class. This class manages the mapping between the data (which is in the form of task, worker ids, and labels) and the model data (which is in term of indices). More...
class	Datum
	This class represents a single datum, and has methods to read in data. More...
class	Program
	The class for the main program. More...
class	Results

Enumerations
enum	RunType {   RunType.VoteDistribution = 0, RunType.MajorityVote = 1, RunType.DawidSkene = 2, RunType.BCC = 3,   RunType.CBCC = 4 }
	Options for which model to run. More...
enum	TaskSelectionMethod { RandomTask, EntropyTask, UniformTask }
	Metrics for selecting tasks. More...
enum	WorkerSelectionMethod { RandomWorker, BestWorker }
	Metrics for selecting workers More...
enum	RunMode {   RunMode.ClearResults, RunMode.BatchTraining, RunMode.OnlineTraining, RunMode.LookAheadExperiment,   RunMode.LoadAndUseCommunityPriors, RunMode.Prediction }
	The different modes in which the model can be run. More...

Enumeration Type Documentation

enum CrowdsourcingModels.RunMode

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The different modes in which the model can be run.

Enumerator
ClearResults	Clears all posteriors
BatchTraining	Training from a batch of data - uses initial priors.
OnlineTraining	Online training from a batch of data - uses previous posteriors as priors.
LookAheadExperiment	Online training where we don't update the posteriors
LoadAndUseCommunityPriors	Use communities as workers in a BCC
Prediction	Prediction of worker labels

enum CrowdsourcingModels.RunType

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Options for which model to run.

Enumerator
VoteDistribution	The true label distribution as given by the normalised workers' label counts.
MajorityVote	The true label is the majority label.
DawidSkene	The Dawid-Skene model.
BCC	The BCC model.
CBCC	The CBCC model.

enum CrowdsourcingModels.TaskSelectionMethod

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Metrics for selecting tasks.

enum CrowdsourcingModels.WorkerSelectionMethod

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Metrics for selecting workers