Modifier and Type | Class and Description |
---|---|
class |
LogObject
Ancestor for objects that support logging.
|
Modifier and Type | Interface and Description |
---|---|
interface |
Experiment
Interface for experiments.
|
Modifier and Type | Class and Description |
---|---|
class |
DefaultExperiment
Default experiment which executes experiments on the local machine.
|
Modifier and Type | Interface and Description |
---|---|
interface |
DatasetProvider
Interface for classes that provide datasets for the experiment.
|
Modifier and Type | Class and Description |
---|---|
class |
AbstractDatasetProvider
Loads local files from disk.
|
class |
LocalDatasetProvider
Loads local files from disk.
|
class |
MultiDatasetProvider
Combines multiple dataset providers.
|
Modifier and Type | Interface and Description |
---|---|
interface |
EvaluationStatisticsHandler
Interface for classes that load and save collected
EvaluationStatistics in some form. |
interface |
FileBasedEvaluationStatisticsHandler
Interface for file-based statistics handlers.
|
interface |
IncrementalEvaluationStatisticsHandler
For handlers that support incremental writes.
|
interface |
OptionalIncrementalEvaluationStatisticsHandler
For handlers that support incremental writes but use it as optional feature that can be turned off.
|
Modifier and Type | Class and Description |
---|---|
class |
AbstractEvaluationStatisticsHandler
Ancestor for handlers.
|
class |
AbstractFileBasedEvaluationStatisticsHandler
Ancestor for file-base handlers.
|
class |
KeyValuePairs
Simple plain text format.
|
class |
Serialized
Uses Java serialization for readin/writing the statistics.
|
Modifier and Type | Interface and Description |
---|---|
interface |
Evaluator
Interface for classes that evaluate on a dataset.
|
Modifier and Type | Class and Description |
---|---|
class |
AbstractEvaluator
Ancestor for evaluators.
|
class |
AbstractMetaEvaluator
Ancestor for evaluators that wrap a base evaluator.
|
class |
CrossValidation
Evaluates the classifier using cross-validation.
|
class |
PercentageSplit
Evaluates the classifier on a percentage split.
|
class |
RepeatedRuns
Repeatedly executes the base evaluator.
|
Modifier and Type | Interface and Description |
---|---|
interface |
ExperimentFileHandler
Interface for classes load/save experiments.
|
Modifier and Type | Class and Description |
---|---|
class |
AbstractExperimentFileHandler
Ancestor for experiment file handler classes.
|
class |
CommandLineSetup
Stores the setup of the experiment as a commandline.
|
class |
SerializedExperiment
Stores the experiment as a Java serialized object.
|
Modifier and Type | Interface and Description |
---|---|
interface |
AggregatedEvaluationStatisticsExporter
Interface for statistics exporter that aggregate their data first.
|
interface |
EvaluationStatisticsExporter
Interface for classes that export statistics into other formats.
|
interface |
FileBasedEvaluationStatisticsExporter
Interface for file-based statistics exporters.
|
interface |
FileBasedMeasurementEvaluationStatisticsExporter
Interface for file-based statistics exporters for a single measurement.
|
Modifier and Type | Class and Description |
---|---|
class |
AbstractEvaluationStatisticsExporter
Ancestor for statistics exporters.
|
class |
AbstractFileBasedEvaluationStatisticsExporter
Ancestor for file-based statistics exporters.
|
class |
AbstractMeasurementEvaluationStatisticsExporter
Ancestor for classes that export a single statistic.
|
class |
AbstractMetaEvaluationStatisticsExporter
Wraps another exporter.
|
class |
InMemory
Just stores the statistics in mmemory.
|
class |
LatexMeasurement
Exports a single statistic to a tab-separated file.
|
class |
MultiExporter
Exports the statistics using multiple exporters.
|
class |
SimpleAggregate
Simple aggregator of statistics.
|
class |
TabSeparated
Exports the statistics to a tab-separated file.
|
class |
TabSeparatedMeasurement
Exports a single statistic to a tab-separated file.
|
class |
WekaFilter
Applies a Weka filter to the data.
|
Copyright © 2017. All Rights Reserved.