Uses of Package
uk.ac.ed.inf.taweka.mulan.learn

Packages that use uk.ac.ed.inf.taweka.mulan.learn

uk.ac.ed.inf.taweka.mulan.learn
uk.ac.ed.inf.taweka.mulan.predict
uk.ac.ed.inf.taweka.test.mulan.learn

Classes in uk.ac.ed.inf.taweka.mulan.learn used by uk.ac.ed.inf.taweka.mulan.learn

MulanArffRecord
Checks that an ARFF record read from the database contains valid parameters to read an ARFF file.

MulanCrossEvaluator
Class created to execute cross-evaluations and extract individual evaluation results (not possible from the Mulan class Evaluator, because only averaged results are returned).

MulanCrossExperimenter
Using Mulan (multi-label machine learning), this class initialises and executes either Train-Test evaluation (if two different arff records are given) (calling MulanTrainTestEvaluator) or cross-evaluations (calling MulanCrossEvaluator) if only one arff record is given.

MulanLearner
Containing a Mulan learner and its name, that is: the name of the MultiLabelLearnerBase plus the name of the algorithm within

ResultsSaver
Outputs cross-evaluation results to screen, file and database.

TrainTestEvaluator
Train/test evaluator.

TrainTestExperimenter
Using Mulan (multi-label machine learning), this class initialises and executes Train-Test evaluation (two arff records are needed, for the training and testing files) (calling MulanTrainTestEvaluator).

Classes in uk.ac.ed.inf.taweka.mulan.learn used by uk.ac.ed.inf.taweka.mulan.predict

MulanArffRecord
Checks that an ARFF record read from the database contains valid parameters to read an ARFF file.

Classes in uk.ac.ed.inf.taweka.mulan.learn used by uk.ac.ed.inf.taweka.test.mulan.learn

MulanCrossEvaluator
Class created to execute cross-evaluations and extract individual evaluation results (not possible from the Mulan class Evaluator, because only averaged results are returned).

MulanCrossExperimenter
Using Mulan (multi-label machine learning), this class initialises and executes either Train-Test evaluation (if two different arff records are given) (calling MulanTrainTestEvaluator) or cross-evaluations (calling MulanCrossEvaluator) if only one arff record is given.

MulanLearner
Containing a Mulan learner and its name, that is: the name of the MultiLabelLearnerBase plus the name of the algorithm within

MulanSerializer
Takes an arff file and an algorithm.

ResultsSaver
Outputs cross-evaluation results to screen, file and database.

TrainTestEvaluator
Train/test evaluator.

TrainTestEvaluatorSerialised
Class

TrainTestExperimenter
Using Mulan (multi-label machine learning), this class initialises and executes Train-Test evaluation (two arff records are needed, for the training and testing files) (calling MulanTrainTestEvaluator).

TrainTestExperimenterSerialized
Executes a train/test evaluation using a previously trained model saved on file.