Name

adams.flow.sink.WekaExperimentGenerator

Synopsis

Generates an experiment setup that can be used in conjunction with the Experiment transformer actor.

Additional information

Flow input/output:
- input: weka.classifiers.Classifier[]

Options

• loggingLevel
  

  The logging level for outputting errors and debugging output.

  command-line	-logging-level <OFF|SEVERE|WARNING|INFO|CONFIG|FINE|FINER|FINEST>
  default	WARNING
  min-user-mode	Expert

  
  
• name
  

  The name of the actor.

  command-line	-name <java.lang.String>
  default	WekaExperimentGenerator

  
  
• annotations
  

  The annotations to attach to this actor.

  command-line	-annotation <adams.core.base.BaseAnnotation>
  default

  
  
• skip
  

  If set to true, transformation is skipped and the input token is just forwarded as it is.

  command-line	-skip <boolean>
  default	false

  
  
• stopFlowOnError
  

  If set to true, the flow execution at this level gets stopped in case this actor encounters an error; the error gets propagated; useful for critical actors.

  command-line	-stop-flow-on-error <boolean>
  default	false
  min-user-mode	Expert

  
  
• silent
  

  If enabled, then no errors are output in the console; Note: the enclosing actor handler must have this enabled as well.

  command-line	-silent <boolean>
  default	false
  min-user-mode	Expert

  
  
• experimentType
  

  The type of experiment to perform.

  command-line	-exp-type <CLASSIFICATION|REGRESSION>
  default	CLASSIFICATION

  
  
• evaluationType
  

  The type of evaluation to perform.

  command-line	-eval-type <CROSS_VALIDATION|TRAIN_TEST_SPLIT_RANDOMIZED|TRAIN_TEST_SPLIT_ORDER_PRESERVED>
  default	CROSS_VALIDATION

  
  
• runs
  

  The number of runs to perform.

  command-line	-runs <int>
  default	10
  minimum	1

  
  
• folds
  

  The number of folds to use in cross-validation.

  command-line	-folds <int>
  default	10
  minimum	2

  
  
• splitPercentage
  

  The percentage to use in train/test splits.

  command-line	-split <double>
  default	66.0
  minimum	1.0E-4
  maximum	99.9999

  
  
• resultFormat
  

  The data format the experimental results are stored in.

  command-line	-result-format <ARFF|CSV>
  default	ARFF

  
  
• resultFile
  

  The file to store the experimental results in.

  command-line	-result-file <adams.core.io.PlaceholderFile>
  default	${CWD}

  
  
• outputFile
  

  The file to store the experiment setup in (the extension determines the type).

  command-line	-output <adams.core.io.PlaceholderFile>
  default	${CWD}