public class MultiTargetWindowRegressionPerformanceRelativeMeasuresEvaluator extends AbstractOptionHandler implements MultiTargetPerformanceEvaluator, RegressionPerformanceEvaluator
Modifier and Type | Class and Description |
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class |
MultiTargetWindowRegressionPerformanceRelativeMeasuresEvaluator.Estimator |
Modifier and Type | Field and Description |
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protected MultiTargetWindowRegressionPerformanceRelativeMeasuresEvaluator.Estimator[] |
averageError |
protected MultiTargetWindowRegressionPerformanceRelativeMeasuresEvaluator.Estimator[] |
averageErrorToTargetMean |
protected int |
numberOutputs |
protected int |
numClasses |
protected MultiTargetWindowRegressionPerformanceRelativeMeasuresEvaluator.Estimator[] |
squareError |
protected MultiTargetWindowRegressionPerformanceRelativeMeasuresEvaluator.Estimator[] |
squareErrorToTargetMean |
protected MultiTargetWindowRegressionPerformanceRelativeMeasuresEvaluator.Estimator[] |
sumY |
protected double |
TotalweightObserved |
protected MultiTargetWindowRegressionPerformanceRelativeMeasuresEvaluator.Estimator |
weightObserved |
IntOption |
widthOption |
config
Constructor and Description |
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MultiTargetWindowRegressionPerformanceRelativeMeasuresEvaluator() |
Modifier and Type | Method and Description |
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void |
addResult(Example<Instance> example,
double[] prediction) |
void |
addResult(Example<Instance> testInst,
Prediction prediction)
Adds a learning result to this evaluator.
|
void |
getDescription(StringBuilder sb,
int indent)
Returns a string representation of this object.
|
double |
getMeanError() |
Measurement[] |
getPerformanceMeasurements()
Gets the current measurements monitored by this evaluator.
|
double |
getSquareError() |
double |
getTotalWeightObserved() |
void |
prepareForUseImpl(TaskMonitor monitor,
ObjectRepository repository)
This method describes the implementation of how to prepare this object for use.
|
void |
reset()
Resets this evaluator.
|
void |
reset(int numClasses) |
copy, getCLICreationString, getOptions, getPreparedClassOption, getPurposeString, prepareClassOptions, prepareForUse, prepareForUse
copy, measureByteSize, measureByteSize, toString
clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait
copy, measureByteSize
public IntOption widthOption
protected double TotalweightObserved
protected MultiTargetWindowRegressionPerformanceRelativeMeasuresEvaluator.Estimator weightObserved
protected MultiTargetWindowRegressionPerformanceRelativeMeasuresEvaluator.Estimator[] squareError
protected MultiTargetWindowRegressionPerformanceRelativeMeasuresEvaluator.Estimator[] averageError
protected MultiTargetWindowRegressionPerformanceRelativeMeasuresEvaluator.Estimator[] averageErrorToTargetMean
protected MultiTargetWindowRegressionPerformanceRelativeMeasuresEvaluator.Estimator[] squareErrorToTargetMean
protected MultiTargetWindowRegressionPerformanceRelativeMeasuresEvaluator.Estimator[] sumY
protected int numClasses
protected int numberOutputs
public MultiTargetWindowRegressionPerformanceRelativeMeasuresEvaluator()
public void reset()
LearningPerformanceEvaluator
reset
in interface LearningPerformanceEvaluator<Example<Instance>>
public void reset(int numClasses)
public void addResult(Example<Instance> example, double[] prediction)
addResult
in interface LearningPerformanceEvaluator<Example<Instance>>
public Measurement[] getPerformanceMeasurements()
LearningPerformanceEvaluator
getPerformanceMeasurements
in interface LearningPerformanceEvaluator<Example<Instance>>
public double getTotalWeightObserved()
public double getMeanError()
public double getSquareError()
public void getDescription(StringBuilder sb, int indent)
MOAObject
AbstractMOAObject.toString
to give a string representation of the object.getDescription
in interface MOAObject
sb
- the stringbuilder to add the descriptionindent
- the number of characters to indentpublic void prepareForUseImpl(TaskMonitor monitor, ObjectRepository repository)
AbstractOptionHandler
prepareForUseImpl
and not prepareForUse
since
prepareForUse
calls prepareForUseImpl
.prepareForUseImpl
in class AbstractOptionHandler
monitor
- the TaskMonitor to userepository
- the ObjectRepository to usepublic void addResult(Example<Instance> testInst, Prediction prediction)
LearningPerformanceEvaluator
addResult
in interface LearningPerformanceEvaluator<Example<Instance>>
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