Package milk.experiment

Interface Summary

MIResultListener	Interface for objects able to listen for results obtained by a ResultProducer
MIResultProducer	This interface defines the methods required for an object that produces results for different randomizations of a dataset.
MISplitEvaluator	Interface to objects able to generate a fixed set of results for a particular split of a dataset.

Class Summary

MIClassifierSplitEvaluator	A SplitEvaluator that produces results for a classification scheme on a nominal class attribute.
MICrossValidationResultProducer	Generates for each run, carries out an n-fold cross-validation, using the set SplitEvaluator to generate some results.
MICSVResultListener	MICSVResultListener outputs the received results in csv format to a Writer
MIDatabaseResultListener	DatabaseResultListener takes the results from a ResultProducer and submits them to a central database.
MIDatabaseUtils	DatabaseUtils provides utility functions for accessing the experiment database.
MIExperiment	Holds all the necessary configuration information for a standard type experiment.
MIInstanceQuery	Convert the results of a database query into instances.
MIInstancesResultListener	InstancesResultListener outputs the received results in arff format to a Writer.
MIRandomSplitResultProducer	Generates a single train/test split and calls the appropriate SplitEvaluator to generate some results.
MIRemoteExperiment	Holds all the necessary configuration information for a distributed experiment.
MIRemoteExperimentSubTask	Class to encapsulate an experiment as a task that can be executed on a remote host.