Class Summary |
AveragingResultProducer |
Takes the results from a ResultProducer and submits the average to the result listener. |
ClassifierSplitEvaluator |
A SplitEvaluator that produces results for a classification scheme on a nominal class attribute. |
CostSensitiveClassifierSplitEvaluator |
SplitEvaluator that produces results for a classification scheme on a nominal class attribute, including weighted misclassification costs. |
CrossValidationResultProducer |
Generates for each run, carries out an n-fold cross-validation, using the set SplitEvaluator to generate some results. |
CSVResultListener |
Takes results from a result producer and assembles them into comma separated value form. |
DatabaseResultListener |
Takes results from a result producer and sends them to a database. |
DatabaseResultProducer |
Examines a database and extracts out the results produced by the specified ResultProducer and submits them to the specified ResultListener. |
DatabaseUtils |
DatabaseUtils provides utility functions for accessing the experiment
database. |
Experiment |
Holds all the necessary configuration information for a standard
type experiment. |
InstanceQuery |
Convert the results of a database query into instances. |
InstancesResultListener |
Outputs the received results in arff format to a Writer. |
LearningRateResultProducer |
Tells a sub-ResultProducer to reproduce the current run for varying sized subsamples of the dataset. |
OutputZipper |
OutputZipper writes output to either gzipped files or to a
multi entry zip file. |
PairedCorrectedTTester |
Behaves the same as PairedTTester, only it uses the corrected
resampled t-test statistic.
For more information see:
Claude Nadeau, Yoshua Bengio (2001). |
PairedStats |
A class for storing stats on a paired comparison (t-test and correlation) |
PairedStatsCorrected |
A class for storing stats on a paired comparison. |
PairedTTester |
Calculates T-Test statistics on data stored in a set of instances. |
PropertyNode |
Stores information on a property of an object: the class of the
object with the property; the property descriptor, and the current
value. |
RandomSplitResultProducer |
Generates a single train/test split and calls the appropriate SplitEvaluator to generate some results. |
RegressionSplitEvaluator |
A SplitEvaluator that produces results for a classification scheme on a numeric class attribute. |
RemoteEngine |
A general purpose server for executing Task objects sent via RMI. |
RemoteExperiment |
Holds all the necessary configuration information for a distributed
experiment. |
RemoteExperimentEvent |
Class encapsulating information on progress of a remote experiment |
RemoteExperimentSubTask |
Class to encapsulate an experiment as a task that can be executed on
a remote host. |
ResultMatrix |
This matrix is a container for the datasets and classifier setups and
their statistics. |
ResultMatrixCSV |
This matrix is a container for the datasets and classifier setups and
their statistics. |
ResultMatrixGnuPlot |
This matrix is a container for the datasets and classifier setups and
their statistics. |
ResultMatrixHTML |
This matrix is a container for the datasets and classifier setups and
their statistics. |
ResultMatrixLatex |
This matrix is a container for the datasets and classifier setups and
their statistics. |
ResultMatrixPlainText |
This matrix is a container for the datasets and classifier setups and
their statistics. |
ResultMatrixSignificance |
This matrix is a container for the datasets and classifier setups and
their statistics. |
Stats |
A class to store simple statistics |
TaskStatusInfo |
A class holding information for tasks being executed
on RemoteEngines. |