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Interface Summary | |
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ClassifierResult.Metric | Generic interface for different Metrics You can define custom metrics and use them by using their full class name |
Class Summary | |
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ApplicabilityTester | Utility class for determining what kind of methods can be applied to a set of instances. |
ApplicabilityTester.ApplicableClassifiers | |
ClassifierResult | Wraps all the data that comes from training a classifier so it can be passed back to a SMBO method |
ClassifierResult.AreaAboveROC | |
ClassifierResult.ErrorRateMetric | |
ClassifierResult.MeanAbsoluteErrorMetric | |
ClassifierResult.RelativeAbsoluteErrorMetric | |
ClassifierResult.RootMeanSquaredErrorMetric | |
ClassifierResult.RootRelativeSquaredErrorMetric | |
ClassifierRunner | Class that is responsible for actually running a WEKA classifier from start to finish using the Auto-WEKA argument format. |
ClassifierRunner.EvaluatorThread | |
ClassParams | Captures all the Parameters and Conditionals for a specific class that Auto-WEKA will search over |
Conditional | Simple struct that matains conditionality between params |
DefaultsExperimentConstructor | Builds a list experiment that only tries to run the defaults for all valid classifiers |
Experiment | |
Experiment.TrajectoryPointExtra | Class capturing any of the extra dataset partitions that should be run on all the trajectory points for analysis |
ExperimentBatch | Helpful XML class that easily allows for the creation of multiple experiments. |
ExperimentBatch.DatasetComponent | Enscapsulates a dataset that you want to run experiments on |
ExperimentBatch.ExperimentComponent | Captures all the settings of an experiment that are not related to a dataset |
ExperimentConstructor | Abstract class responsible for generating all the necessary stuff to run an Auto-WEKA Experiment. |
GridSearchExperimentConstructor | Creates a ListExperiment that does a grid search over the allowable classifiers |
InstanceGenerator | Abstract class for partitioning a dataset (consisting of training and testing data) into 'instances' that are given to the SMBO method |
InstanceGenerator.NestedArgs | Struct for dealing with nested args on InstanceGenerators that are chained together. |
ListExperimentConstructor | |
Parameter | Captures all the data about if this parameter is categorical, numeric (and what the ranges are), and some other helper functions to get some data out of them |
ParameterConditionalGroup | |
SubProcessWrapper | An implementation of a Wrapper that should ideally just be called from other Java objects - it performes the training/evaluation of a classifier on a sub process to preserve the JVM of the caller |
SubProcessWrapper.ErrorAndTime | Small class that just encapsulates the error and time of a sub process run TODO: Should really be changed to use a ClassifierResult instead |
Trajectory | Class that captures a trajectory of an optimisation run |
Trajectory.Point | Representation of a single point along the optimisation run |
Trajectory.Point.SpecificInstanceInfo | |
TrajectoryGroup | Wrapper class that provides a nice way to get at a bunch of trajectories from an experiment run with different seeds |
TrajectoryMerger | Given a bunch of folders that have experiments in them, merges all the trajectories into a single file for easy analysis |
TrajectoryParser | Abstract class that SMBO Methods must provide that allows for trajectories to be extracted after a run has completed |
TrajectoryPointExtraRunner | Helper class that runs all the trajectoryPointExtras on a given trajectory - needed for analysis experiments |
TrajectoryPointPredictionRunner | |
Util | Bunches of random stuff that seems to be handy in all sorts of places |
Util.NullPrintStream | Utility to class to make a void print stream |
Util.ProcessKillerShutdownHook | |
WekaArgumentConverter | Utility class that can convert arguments from Auto-WEKA to WEKA |
WekaArgumentConverter.Arguments | |
Wrapper | Generic class that gets called from an SMBO method, completes the evaluation, and returns the result back up to the SMBO method. |
XmlSerializable | Helper class to make objects easily be read to/from XML, as well as specifying them on the command line |
Enum Summary | |
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Parameter.ParamType |
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