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java.lang.Objectautoweka.XmlSerializable
autoweka.Experiment
public class Experiment
Nested Class Summary | |
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static class |
Experiment.TrajectoryPointExtra
Class capturing any of the extra dataset partitions that should be run on all the trajectory points for analysis |
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.util.List<java.lang.String> |
callString
The list of command line arguments that are used to invoke the SMBO method - this is set by the ExperimentConstructor |
java.lang.String |
datasetString
The string that indicates what dataset is going to be used |
java.util.List<java.lang.String> |
envVariables
A list of var=values that are set in environment variables before the SMBO method is executed - these are set by the ExperimentConstructor |
java.lang.String |
extraPropsString
Any extra properties that are associated with the experiment, these are generally for the constructor or your wrappers |
java.lang.String |
instanceGenerator
The class name of the instance generator |
java.lang.String |
instanceGeneratorArgs
The property string that contains the construction arguments for the instance generator |
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 name of the experiment, designed to be human readable and contain useful ID information |
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.lang.String |
trajectoryParserClassName
The name of the class that's going to be used to parse the trajectory - this is set by the ExperimentConstructor |
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) |
java.lang.String |
type
A helper variable that indicates the type of the experiment - this is set by the ExperimentConstructor |
Constructor Summary | |
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Experiment()
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Method Summary | |
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static Experiment |
createFromFolder(java.io.File folder)
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static Experiment |
fromXML(java.io.InputStream xml)
Static method to load up an experiment from XML. |
static Experiment |
fromXML(java.lang.String filename)
Static method to load up an experiment from XML. |
static void |
main(java.lang.String[] args)
Main method to actually run an experiment with a given seed. |
void |
validate()
Throws a runtime exception if the experiment contains some sort of crazy values. |
Methods inherited from class autoweka.XmlSerializable |
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fromXML, fromXML, populateObjectFromCMDParams, populateObjectFromCMDParams, toXML, toXML |
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 type
public java.lang.String resultMetric
public java.lang.String instanceGenerator
public java.lang.String instanceGeneratorArgs
public java.lang.String datasetString
public boolean attributeSelection
public float attributeSelectionTimeout
public java.lang.String trajectoryParserClassName
public java.util.List<java.lang.String> callString
public java.util.List<java.lang.String> envVariables
public float tunerTimeout
public float trainTimeout
public java.lang.String memory
public java.lang.String extraPropsString
public java.util.List<java.lang.String> allowedClassifiers
public java.util.List<Experiment.TrajectoryPointExtra> trajectoryPointExtras
Constructor Detail |
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public Experiment()
Method Detail |
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public void validate()
public static Experiment fromXML(java.lang.String filename)
public static Experiment fromXML(java.io.InputStream xml)
public static void main(java.lang.String[] args)
public static Experiment createFromFolder(java.io.File folder)
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