Package nz.ac.waikato.mcennis.rat.graph.algorithm.evaluation

Class Summary

CrossValidationByActor	Creates a cross validation splits across an actor.
CrossValidationByGraph
CrossValidationByLinks	Creates cross-validation splits across a link mode.
EvaluationTestGraphs
HalfLife	Uses Given(user->artist) as valued ground truth.
HalfLifeTest
KendallTau	This compares all ordered pairs of recommendations.
KendallTauTest
MeanErrorEvaluation	Utilizes Given(user->artist) as ground truth and Derived(user->artist) as predicted values.
MeanErrorEvaluationTest
PearsonCorrelation	Utilizes Given(user->artist) as ground truth and Derived(user->artist) as predictions.
PearsonCorrelationTest
PrecisionRecallFMeasure	Class for calculating a variety of evaluation metrics between Given(user->artist) (ground truth) and a Derived(user->artist) (predicted) set of links.
PrecisionRecallFMeasureTest
ROCAreaEvaluation	Calculates the integral of the average percent of ground truth present in a ranked list iterating over the list.
ROCAreaEvaluationTest