A B D F G I L M P R S T U W 

A

attributeIndicesTipText() - Method in class weka.filters.unsupervised.attribute.RELAGGS
Returns the tip text for this property

B

BAG_ATTRIBUTE - Static variable in class weka.filters.unsupervised.attribute.MILESFilter
Index of bag attribute
batchFinished() - Method in class weka.filters.unsupervised.attribute.MultiInstanceToPropositional
Signify that this batch of input to the filter is finished.
batchFinished() - Method in class weka.filters.unsupervised.attribute.MultiInstanceWrapper
Signify that this batch of input to the filter is finished.
batchFinished() - Method in class weka.filters.unsupervised.attribute.PropositionalToMultiInstance
Signify that this batch of input to the filter is finished.

D

doNotWeightBagsTipText() - Method in class weka.filters.unsupervised.attribute.PropositionalToMultiInstance
Returns the tip text for this property

F

filterTipText() - Method in class weka.filters.unsupervised.attribute.MultiInstanceWrapper
Returns the tip text for this property

G

getCapabilities() - Method in class weka.filters.unsupervised.attribute.MILESFilter
Capabilities for the filter.
getCapabilities() - Method in class weka.filters.unsupervised.attribute.MultiInstanceToPropositional
Returns the Capabilities of this filter.
getCapabilities() - Method in class weka.filters.unsupervised.attribute.MultiInstanceWrapper
Returns the Capabilities of this filter.
getCapabilities() - Method in class weka.filters.unsupervised.attribute.PropositionalToMultiInstance
Returns the Capabilities of this filter.
getCapabilities() - Method in class weka.filters.unsupervised.attribute.RELAGGS
Returns the Capabilities of this filter.
getDoNotWeightBags() - Method in class weka.filters.unsupervised.attribute.PropositionalToMultiInstance
Gets whether the bags are weighted
getFilter() - Method in class weka.filters.unsupervised.attribute.MultiInstanceWrapper
Gets the filter used.
getInvertSelection() - Method in class weka.filters.unsupervised.attribute.RELAGGS
Gets whether the supplied columns are to be processed or skipped
getMaxCardinality() - Method in class weka.filters.unsupervised.attribute.RELAGGS
Gets the maximum number of values allowed for nominal attributes, before they're skipped.
getMultiInstanceCapabilities() - Method in class weka.filters.unsupervised.attribute.MultiInstanceToPropositional
Returns the capabilities of this multi-instance filter for the relational data (i.e., the bags).
getMultiInstanceCapabilities() - Method in class weka.filters.unsupervised.attribute.MultiInstanceWrapper
Returns the capabilities of this multi-instance filter for the relational data (i.e., the bags).
getOptions() - Method in class weka.filters.unsupervised.attribute.MILESFilter
Gets the current settings of the filter.
getOptions() - Method in class weka.filters.unsupervised.attribute.MultiInstanceToPropositional
Gets the current settings of the classifier.
getOptions() - Method in class weka.filters.unsupervised.attribute.MultiInstanceWrapper
Gets the current settings of the classifier.
getOptions() - Method in class weka.filters.unsupervised.attribute.PropositionalToMultiInstance
Gets the current settings of the classifier.
getOptions() - Method in class weka.filters.unsupervised.attribute.RELAGGS
Gets the current settings of the classifier.
getRandomize() - Method in class weka.filters.unsupervised.attribute.PropositionalToMultiInstance
Gets whether the order of the generated is randomized
getRevision() - Method in class weka.filters.unsupervised.attribute.MILESFilter
 
getRevision() - Method in class weka.filters.unsupervised.attribute.MultiInstanceToPropositional
Returns the revision string.
getRevision() - Method in class weka.filters.unsupervised.attribute.MultiInstanceWrapper
Returns the revision string.
getRevision() - Method in class weka.filters.unsupervised.attribute.PropositionalToMultiInstance
Returns the revision string.
getRevision() - Method in class weka.filters.unsupervised.attribute.RELAGGS
Returns the revision string.
getSeed() - Method in class weka.filters.unsupervised.attribute.PropositionalToMultiInstance
Returns the current seed value for randomizing the order of the generated data
getSelectedRange() - Method in class weka.filters.unsupervised.attribute.RELAGGS
Gets the current range selection.
getSigma() - Method in class weka.filters.unsupervised.attribute.MILESFilter
Gets the sigma parameter.
getTechnicalInformation() - Method in class weka.filters.unsupervised.attribute.MILESFilter
Returns an instance of a TechnicalInformation object, containing detailed information about the technical background of this class, e.g., paper reference or book this class is based on.
getTechnicalInformation() - Method in class weka.filters.unsupervised.attribute.RELAGGS
Returns an instance of a TechnicalInformation object, containing detailed information about the technical background of this class, e.g., paper reference or book this class is based on.
getUseAverage() - Method in class weka.filters.unsupervised.attribute.MultiInstanceWrapper
Gets whether average is used.
getWeightMethod() - Method in class weka.filters.unsupervised.attribute.MultiInstanceToPropositional
Returns the current weighting method for instances.
globalInfo() - Method in class weka.filters.unsupervised.attribute.MILESFilter
Global info for the filter.
globalInfo() - Method in class weka.filters.unsupervised.attribute.MultiInstanceToPropositional
Returns a string describing this filter
globalInfo() - Method in class weka.filters.unsupervised.attribute.MultiInstanceWrapper
Returns a string describing this filter
globalInfo() - Method in class weka.filters.unsupervised.attribute.PropositionalToMultiInstance
Returns a string describing this filter
globalInfo() - Method in class weka.filters.unsupervised.attribute.RELAGGS
Returns a string describing this filter

I

input(Instance) - Method in class weka.filters.unsupervised.attribute.MultiInstanceToPropositional
Input an instance for filtering.
input(Instance) - Method in class weka.filters.unsupervised.attribute.MultiInstanceWrapper
Input an instance for filtering.
invertSelectionTipText() - Method in class weka.filters.unsupervised.attribute.RELAGGS
Returns the tip text for this property

L

LABEL_ATTRIBUTE - Static variable in class weka.filters.unsupervised.attribute.MILESFilter
Index of label attribute
listOptions() - Method in class weka.filters.unsupervised.attribute.MILESFilter
Returns an enumeration describing the available options.
listOptions() - Method in class weka.filters.unsupervised.attribute.MultiInstanceToPropositional
Returns an enumeration describing the available options
listOptions() - Method in class weka.filters.unsupervised.attribute.MultiInstanceWrapper
Returns an enumeration describing the available options.
listOptions() - Method in class weka.filters.unsupervised.attribute.PropositionalToMultiInstance
Returns an enumeration describing the available options
listOptions() - Method in class weka.filters.unsupervised.attribute.RELAGGS
Returns an enumeration describing the available options.

M

main(String[]) - Static method in class weka.filters.unsupervised.attribute.MILESFilter
 
main(String[]) - Static method in class weka.filters.unsupervised.attribute.MultiInstanceToPropositional
Main method for running this filter.
main(String[]) - Static method in class weka.filters.unsupervised.attribute.MultiInstanceWrapper
runs the filter with the given arguments
main(String[]) - Static method in class weka.filters.unsupervised.attribute.PropositionalToMultiInstance
Main method for running this filter.
main(String[]) - Static method in class weka.filters.unsupervised.attribute.RELAGGS
runs the filter with the given arguments
maxCardinalityTipText() - Method in class weka.filters.unsupervised.attribute.RELAGGS
Returns the tip text for this property
MILESFilter - Class in weka.filters.unsupervised.attribute
Implements the MILES transformation that maps multiple instance bags into a high-dimensional single-instance feature space.
For more information see:

Y.
MILESFilter() - Constructor for class weka.filters.unsupervised.attribute.MILESFilter
 
MultiInstanceToPropositional - Class in weka.filters.unsupervised.attribute
Converts the multi-instance dataset into single instance dataset so that the Nominalize, Standardize and other type of filters or transformation can be applied to these data for the further preprocessing.
Note: the first attribute of the converted dataset is a nominal attribute and refers to the bagId.
MultiInstanceToPropositional() - Constructor for class weka.filters.unsupervised.attribute.MultiInstanceToPropositional
 
MultiInstanceWrapper - Class in weka.filters.unsupervised.attribute
Applies a single-instance filter to multi-instance data by converting each bag to a collection of instances, using the filter MultiInstanceToPropositional with default parameters, where each instance is labeled with its bag's class label.
MultiInstanceWrapper() - Constructor for class weka.filters.unsupervised.attribute.MultiInstanceWrapper
 

P

PropositionalToMultiInstance - Class in weka.filters.unsupervised.attribute
Converts the propositional instance dataset into multi-instance dataset (with relational attribute).
PropositionalToMultiInstance() - Constructor for class weka.filters.unsupervised.attribute.PropositionalToMultiInstance
 

R

randomizeTipText() - Method in class weka.filters.unsupervised.attribute.PropositionalToMultiInstance
Returns the tip text for this property
RELAGGS - Class in weka.filters.unsupervised.attribute
A propositionalization filter inspired by the RELAGGS algorithm.
It processes all relational attributes that fall into the user defined range (all others are skipped, i.e., not added to the output).
RELAGGS() - Constructor for class weka.filters.unsupervised.attribute.RELAGGS
 

S

seedTipText() - Method in class weka.filters.unsupervised.attribute.PropositionalToMultiInstance
Returns the tip text for this property
setDoNotWeightBags(boolean) - Method in class weka.filters.unsupervised.attribute.PropositionalToMultiInstance
Sets whether bags are weighted
setFilter(Filter) - Method in class weka.filters.unsupervised.attribute.MultiInstanceWrapper
Sets the filter
setInputFormat(Instances) - Method in class weka.filters.unsupervised.attribute.MultiInstanceToPropositional
Sets the format of the input instances.
setInputFormat(Instances) - Method in class weka.filters.unsupervised.attribute.MultiInstanceWrapper
Sets the format of the input instances.
setInputFormat(Instances) - Method in class weka.filters.unsupervised.attribute.PropositionalToMultiInstance
Sets the format of the input instances.
setInvertSelection(boolean) - Method in class weka.filters.unsupervised.attribute.RELAGGS
Sets whether selected columns should be processed or skipped.
setMaxCardinality(int) - Method in class weka.filters.unsupervised.attribute.RELAGGS
Sets the maximum number of values allowed for nominal attributes, before they're skipped.
setOptions(String[]) - Method in class weka.filters.unsupervised.attribute.MILESFilter
Parses a given list of options.
setOptions(String[]) - Method in class weka.filters.unsupervised.attribute.MultiInstanceToPropositional
Parses a given list of options.
setOptions(String[]) - Method in class weka.filters.unsupervised.attribute.MultiInstanceWrapper
Parses the options for this object.
setOptions(String[]) - Method in class weka.filters.unsupervised.attribute.PropositionalToMultiInstance
Parses a given list of options.
setOptions(String[]) - Method in class weka.filters.unsupervised.attribute.RELAGGS
Parses the options for this object.
setRandomize(boolean) - Method in class weka.filters.unsupervised.attribute.PropositionalToMultiInstance
Sets whether the order of the generated data is randomized
setSeed(int) - Method in class weka.filters.unsupervised.attribute.PropositionalToMultiInstance
Sets the new seed for randomizing the order of the generated data
setSelectedRange(String) - Method in class weka.filters.unsupervised.attribute.RELAGGS
Set the range of attributes to process.
setSigma(double) - Method in class weka.filters.unsupervised.attribute.MILESFilter
Sets the sigma parameter.
setUseAverage(boolean) - Method in class weka.filters.unsupervised.attribute.MultiInstanceWrapper
Sets whether sum is used.
setWeightMethod(SelectedTag) - Method in class weka.filters.unsupervised.attribute.MultiInstanceToPropositional
The new method for weighting the instances.
sigmaTipText() - Method in class weka.filters.unsupervised.attribute.MILESFilter
Returns the tip text for this property

T

TAGS_WEIGHTMETHOD - Static variable in class weka.filters.unsupervised.attribute.MultiInstanceToPropositional
weight methods

U

useAverageTipText() - Method in class weka.filters.unsupervised.attribute.MultiInstanceWrapper
Returns the tip text for this property

W

WEIGHTMETHOD_1 - Static variable in class weka.filters.unsupervised.attribute.MultiInstanceToPropositional
weight method: 1.0
WEIGHTMETHOD_INVERSE1 - Static variable in class weka.filters.unsupervised.attribute.MultiInstanceToPropositional
weight method: 1.0 / Total # of prop.
WEIGHTMETHOD_INVERSE2 - Static variable in class weka.filters.unsupervised.attribute.MultiInstanceToPropositional
weight method: Total # of prop.
WEIGHTMETHOD_ORIGINAL - Static variable in class weka.filters.unsupervised.attribute.MultiInstanceToPropositional
weight method: keep the weight to be the same as the original value
weightMethodTipText() - Method in class weka.filters.unsupervised.attribute.MultiInstanceToPropositional
Returns the tip text for this property
weka.filters.unsupervised.attribute - package weka.filters.unsupervised.attribute
 
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