public static class ExperimentBatch.ExperimentComponent
extends java.lang.Object
Modifier and Type | Field and Description |
---|---|
java.util.List<java.lang.String> |
allowedClassifiers
Forces Auto-WEKA to only use the list of classifiers here - if it is empty, then Auto-WEKA will try to use everything that it can
|
boolean |
attributeSelection
Boolean indicating if Attribute/Feature selection should happen
|
float |
attributeSelectionTimeout
How many seconds should be spent performing attribute selection?
|
java.lang.String |
constructor
The class name of the ExperimentConstructor to use
|
java.util.List<java.lang.String> |
constructorArgs
Any additional arguments that the ExperimentConstructor may want
|
java.lang.String |
extraProps
The property string with any extra properties that the experiment might need
|
java.lang.String |
instanceGenerator
The class name of the instance generator
|
java.lang.String |
instanceGeneratorArgs
The property string that the instance generator will use to make instances
|
java.lang.String |
memory
The string passed to the Xmx argument of a sub process limiting the RAM that WEKA will have
|
java.lang.String |
name
The experiment name's prefix
|
java.lang.String |
resultMetric
The name of the result metric to use - see ClassiferResult.Metric
|
float |
trainTimeout
How many seconds should be spent training a set of hyperparameters on a specific partition of the training and test data?.
|
java.util.List<Experiment.TrajectoryPointExtra> |
trajectoryPointExtras
For analysis experiements, these extra classifier evaluations will be done for every point along the trajectory.
|
float |
tunerTimeout
How many seconds should be spent for this experiment overall? (IE the SMBO method's budget)
|
Constructor and Description |
---|
ExperimentComponent() |
public java.lang.String name
public java.lang.String resultMetric
public java.lang.String constructor
public java.util.List<java.lang.String> constructorArgs
public java.lang.String instanceGenerator
public java.lang.String instanceGeneratorArgs
public float tunerTimeout
public float trainTimeout
public boolean attributeSelection
public float attributeSelectionTimeout
public java.lang.String memory
public java.lang.String extraProps
public java.util.List<Experiment.TrajectoryPointExtra> trajectoryPointExtras
public java.util.List<java.lang.String> allowedClassifiers