gov.sandia.cognition.learning.experiment

Class LearnerComparisonExperiment.Result<SummaryType>

java.lang.Object

gov.sandia.cognition.learning.experiment.LearnerComparisonExperiment.Result<SummaryType>

Type Parameters:

SummaryType - The type produced by the summarizer at the end of the experiment from a collection of the given statistics (one for each fold). This represents the performance result for the comparison of the performance of the learning algorithms for the whole experiment.

Enclosing class:

LearnerComparisonExperiment<InputDataType,FoldDataType,LearnedType,StatisticType,SummaryType>

public static class LearnerComparisonExperiment.Result<SummaryType>
extends java.lang.Object

Encapsulates the results of the comparison experiment.

Constructor Summary

Constructors

Constructor and Description
Result(ConfidenceStatistic confidence, DefaultPair<SummaryType,SummaryType> summaries) Creates a new instance of Result.

Method Summary

Modifier and Type	Method and Description
ConfidenceStatistic	getConfidence() Gets the confidence statistic for the learners.
DefaultPair<SummaryType,SummaryType>	getSummaries() Gets the summary of performance for the learners.
void	setConfidence(ConfidenceStatistic confidence) Sets the confidence statistic for the learners.
void	setSummaries(DefaultPair<SummaryType,SummaryType> summaries) Sets the summary of performance for the learners.

Methods inherited from class java.lang.Object

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

Constructor Detail

Result

public Result(ConfidenceStatistic confidence,
              DefaultPair<SummaryType,SummaryType> summaries)

Creates a new instance of Result.

Parameters:

confidence - The confidence statistic for the learners.

summaries - The summary of performance for the learners.

Method Detail

getConfidence

public ConfidenceStatistic getConfidence()

Gets the confidence statistic for the learners.

Returns:

The confidence statistic for the learners.

setConfidence

public void setConfidence(ConfidenceStatistic confidence)

Sets the confidence statistic for the learners.

Parameters:

confidence - The confidence statistic for the learners.

getSummaries

public DefaultPair<SummaryType,SummaryType> getSummaries()

Gets the summary of performance for the learners.

Returns:

The summary of performance for the learners.

setSummaries

public void setSummaries(DefaultPair<SummaryType,SummaryType> summaries)

Sets the summary of performance for the learners.

Parameters:

summaries - The summary of performance for the learners.