SingleVoting: Manages the execution of Simple Votings.

In D2MCS: Data Driving Multiple Classifier System

Manages the execution of Simple Votings.

Description

The class is responsible of initializing and executing voting schemes. Additionally, to ensure a proper operation, the class automatically checks the compatibility of defined voting schemes.

Super class

D2MCS::VotingStrategy -> SingleVoting

Methods

Public methods

• SingleVoting$new()

• SingleVoting$execute()

• SingleVoting$clone()

Inherited methods

• D2MCS::VotingStrategy$getMetrics()
• D2MCS::VotingStrategy$getName()
• D2MCS::VotingStrategy$getVotingSchemes()

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Method new()

The function initializes the object arguments during runtime.

Usage

SingleVoting$new(voting.schemes, metrics)

Arguments

voting.schemes

A vector of voting schemes inheriting from SimpleVoting class.

metrics

A list containing the metrics used as basis to perform the voting strategy.

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Method execute()

The function is used to execute all the previously defined (and compatible) voting schemes.

Usage

SingleVoting$execute(predictions, verbose = FALSE)

Arguments

predictions

A ClusterPredictions object containing all the predictions computed in the classification stage.

verbose

A logical value to specify if more verbosity is needed.

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Method clone()

The objects of this class are cloneable with this method.

Usage

SingleVoting$clone(deep = FALSE)

Arguments

deep

Whether to make a deep clone.

See Also

D2MCS, SimpleVoting, CombinedVoting

D2MCS documentation built on Aug. 23, 2022, 5:07 p.m.