Index

B D E G L M N S T W X Y

B

buildClassifier(Instances) - Method in class weka.classifiers.meta.GridSearch: builds the classifier.

D

distributionForInstance(Instance) - Method in class weka.classifiers.meta.GridSearch: Computes the distribution for a given instance

E

enumerateMeasures() - Method in class weka.classifiers.meta.GridSearch: Returns an enumeration of the measure names.
EVALUATION_ACC - Static variable in class weka.classifiers.meta.GridSearch: evaluation via: Accuracy.
EVALUATION_CC - Static variable in class weka.classifiers.meta.GridSearch: evaluation via: Correlation coefficient.
EVALUATION_COMBINED - Static variable in class weka.classifiers.meta.GridSearch: evaluation via: Combined = (1-CC) + RRSE + RAE.
EVALUATION_KAPPA - Static variable in class weka.classifiers.meta.GridSearch: evaluation via: kappa statistic.
EVALUATION_MAE - Static variable in class weka.classifiers.meta.GridSearch: evaluation via: Mean absolute error.
EVALUATION_RAE - Static variable in class weka.classifiers.meta.GridSearch: evaluation via: Relative absolute error.
EVALUATION_RMSE - Static variable in class weka.classifiers.meta.GridSearch: evaluation via: Root mean squared error.
EVALUATION_RRSE - Static variable in class weka.classifiers.meta.GridSearch: evaluation via: Root relative squared error.
EVALUATION_WAUC - Static variable in class weka.classifiers.meta.GridSearch: evaluation via: weighted AUC
evaluationTipText() - Method in class weka.classifiers.meta.GridSearch: Returns the tip text for this property.

G

getBestClassifier() - Method in class weka.classifiers.meta.GridSearch: returns the best Classifier setup.
getCapabilities() - Method in class weka.classifiers.meta.GridSearch: Returns default capabilities of the classifier.
getEvaluation() - Method in class weka.classifiers.meta.GridSearch: Gets the criterion used for evaluating the classifier performance.
getGridExtensionsPerformed() - Method in class weka.classifiers.meta.GridSearch: returns the number of grid extensions that took place during the search (only applicable if the grid was extendable).
getGridIsExtendable() - Method in class weka.classifiers.meta.GridSearch: Get whether the grid can be extended dynamically.
getLogFile() - Method in class weka.classifiers.meta.GridSearch: Gets current log file.
getMaxGridExtensions() - Method in class weka.classifiers.meta.GridSearch: Gets the maximum number of grid extensions, -1 for unlimited.
getMeasure(String) - Method in class weka.classifiers.meta.GridSearch: Returns the value of the named measure.
getNumExecutionSlots() - Method in class weka.classifiers.meta.GridSearch: Get the number of execution slots (threads) to use for finding optimal parameters.
getOptions() - Method in class weka.classifiers.meta.GridSearch: returns the options of the current setup.
getRevision() - Method in class weka.classifiers.meta.GridSearch: Returns the revision string.
getSampleSizePercent() - Method in class weka.classifiers.meta.GridSearch: Gets the sample size for the initial grid search.
getTraversal() - Method in class weka.classifiers.meta.GridSearch: Gets the type of traversal for the grid.
getValues() - Method in class weka.classifiers.meta.GridSearch: returns the parameter pair that was found to work best.
getXBase() - Method in class weka.classifiers.meta.GridSearch: Get the value of the base for X.
getXExpression() - Method in class weka.classifiers.meta.GridSearch: Get the expression for the X value.
getXMax() - Method in class weka.classifiers.meta.GridSearch: Get the value of the Maximum of X.
getXMin() - Method in class weka.classifiers.meta.GridSearch: Get the value of the minimum of X.
getXProperty() - Method in class weka.classifiers.meta.GridSearch: Get the X property to test.
getXStep() - Method in class weka.classifiers.meta.GridSearch: Get the value of the step size for X.
getYBase() - Method in class weka.classifiers.meta.GridSearch: Get the value of the base for Y.
getYExpression() - Method in class weka.classifiers.meta.GridSearch: Get the expression for the Y value.
getYMax() - Method in class weka.classifiers.meta.GridSearch: Get the value of the Maximum of Y.
getYMin() - Method in class weka.classifiers.meta.GridSearch: Get the value of the minimum of Y.
getYProperty() - Method in class weka.classifiers.meta.GridSearch: Get the Y property (normally the classifier).
getYStep() - Method in class weka.classifiers.meta.GridSearch: Get the value of the step size for Y.
globalInfo() - Method in class weka.classifiers.meta.GridSearch: Returns a string describing classifier.
gridIsExtendableTipText() - Method in class weka.classifiers.meta.GridSearch: Returns the tip text for this property.
GridSearch - Class in weka.classifiers.meta: Performs a grid search of parameter pairs for a classifier and chooses the best pair found for the actual predicting.

The initial grid is worked on with 2-fold CV to determine the values of the parameter pairs for the selected type of evaluation (e.g., accuracy).
GridSearch() - Constructor for class weka.classifiers.meta.GridSearch: the default constructor.

L

listOptions() - Method in class weka.classifiers.meta.GridSearch: Gets an enumeration describing the available options.
logFileTipText() - Method in class weka.classifiers.meta.GridSearch: Returns the tip text for this property.

M

main(String[]) - Static method in class weka.classifiers.meta.GridSearch: Main method for running this classifier from commandline.
maxGridExtensionsTipText() - Method in class weka.classifiers.meta.GridSearch: Returns the tip text for this property.

N

numExecutionSlotsTipText() - Method in class weka.classifiers.meta.GridSearch: Returns the tip text for this property.

S

sampleSizePercentTipText() - Method in class weka.classifiers.meta.GridSearch: Returns the tip text for this property.
setClassifier(Classifier) - Method in class weka.classifiers.meta.GridSearch: Set the base learner.
setEvaluation(SelectedTag) - Method in class weka.classifiers.meta.GridSearch: Sets the criterion to use for evaluating the classifier performance.
setGridIsExtendable(boolean) - Method in class weka.classifiers.meta.GridSearch: Set whether the grid can be extended dynamically.
setLogFile(File) - Method in class weka.classifiers.meta.GridSearch: Sets the log file to use.
setMaxGridExtensions(int) - Method in class weka.classifiers.meta.GridSearch: Sets the maximum number of grid extensions, -1 for unlimited.
setNumExecutionSlots(int) - Method in class weka.classifiers.meta.GridSearch: Set the number of execution slots (threads) to use for finding optimal parameters.
setOptions(String[]) - Method in class weka.classifiers.meta.GridSearch: Parses the options for this object.
setSampleSizePercent(double) - Method in class weka.classifiers.meta.GridSearch: Sets the sample size for the initial grid search.
setTraversal(SelectedTag) - Method in class weka.classifiers.meta.GridSearch: Sets the type of traversal for the grid.
setXBase(double) - Method in class weka.classifiers.meta.GridSearch: Set the value of the base for X.
setXExpression(String) - Method in class weka.classifiers.meta.GridSearch: Set the expression for the X value.
setXMax(double) - Method in class weka.classifiers.meta.GridSearch: Set the value of the Maximum of X.
setXMin(double) - Method in class weka.classifiers.meta.GridSearch: Set the value of the minimum of X.
setXProperty(String) - Method in class weka.classifiers.meta.GridSearch: Set the X property.
setXStep(double) - Method in class weka.classifiers.meta.GridSearch: Set the value of the step size for X.
setYBase(double) - Method in class weka.classifiers.meta.GridSearch: Set the value of the base for Y.
setYExpression(String) - Method in class weka.classifiers.meta.GridSearch: Set the expression for the Y value.
setYMax(double) - Method in class weka.classifiers.meta.GridSearch: Set the value of the Maximum of Y.
setYMin(double) - Method in class weka.classifiers.meta.GridSearch: Set the value of the minimum of Y.
setYProperty(String) - Method in class weka.classifiers.meta.GridSearch: Set the Y property (normally the classifier).
setYStep(double) - Method in class weka.classifiers.meta.GridSearch: Set the value of the step size for Y.

T

TAGS_EVALUATION - Static variable in class weka.classifiers.meta.GridSearch: evaluation.
TAGS_TRAVERSAL - Static variable in class weka.classifiers.meta.GridSearch: traversal.
toString() - Method in class weka.classifiers.meta.GridSearch: returns a string representation of the classifier.
toSummaryString() - Method in class weka.classifiers.meta.GridSearch: Returns a string that summarizes the object.
TRAVERSAL_BY_COLUMN - Static variable in class weka.classifiers.meta.GridSearch: column-wise grid traversal.
TRAVERSAL_BY_ROW - Static variable in class weka.classifiers.meta.GridSearch: row-wise grid traversal.
traversalTipText() - Method in class weka.classifiers.meta.GridSearch: Returns the tip text for this property.

W

weka.classifiers.meta - package weka.classifiers.meta

X

XBaseTipText() - Method in class weka.classifiers.meta.GridSearch: Returns the tip text for this property.
XExpressionTipText() - Method in class weka.classifiers.meta.GridSearch: Returns the tip text for this property.
XMaxTipText() - Method in class weka.classifiers.meta.GridSearch: Returns the tip text for this property.
XMinTipText() - Method in class weka.classifiers.meta.GridSearch: Returns the tip text for this property.
XPropertyTipText() - Method in class weka.classifiers.meta.GridSearch: Returns the tip text for this property.
XStepTipText() - Method in class weka.classifiers.meta.GridSearch: Returns the tip text for this property.

Y

YBaseTipText() - Method in class weka.classifiers.meta.GridSearch: Returns the tip text for this property.
YExpressionTipText() - Method in class weka.classifiers.meta.GridSearch: Returns the tip text for this property.
YMaxTipText() - Method in class weka.classifiers.meta.GridSearch: Returns the tip text for this property.
YMinTipText() - Method in class weka.classifiers.meta.GridSearch: Returns the tip text for this property.
YPropertyTipText() - Method in class weka.classifiers.meta.GridSearch: Returns the tip text for this property.
YStepTipText() - Method in class weka.classifiers.meta.GridSearch: Returns the tip text for this property.

B D E G L M N S T W X Y