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java.lang.Objectautoweka.ExperimentBatch.ExperimentComponent
public static class ExperimentBatch.ExperimentComponent
Captures all the settings of an experiment that are not related to a dataset
Field Summary | |
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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 Summary | |
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ExperimentBatch.ExperimentComponent()
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Method Summary |
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Methods inherited from class java.lang.Object |
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clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait |
Field Detail |
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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
Constructor Detail |
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public ExperimentBatch.ExperimentComponent()
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