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R

radomize(Random) - Method in class pl.poznan.put.cs.idss.jrs.core.mem.RandomizableMemoryContainer
Randomize memory container.
RandomAccess - Interface in pl.poznan.put.cs.idss.jrs.core
Indicates that data container is random accessible.
RandomizableMemoryContainer - Class in pl.poznan.put.cs.idss.jrs.core.mem
Memory container that can be randomized.
RandomizableMemoryContainer() - Constructor for class pl.poznan.put.cs.idss.jrs.core.mem.RandomizableMemoryContainer
 
RandomizableMemoryContainer(MemoryContainer) - Constructor for class pl.poznan.put.cs.idss.jrs.core.mem.RandomizableMemoryContainer
 
Ranker - Class in pl.poznan.put.cs.idss.jrs.ranking
Class used to perform entire computation path, starting from preference information in terms of reference ranking or pairwise comparisons and finishing with final ranking
Ranker() - Constructor for class pl.poznan.put.cs.idss.jrs.ranking.Ranker
Sole constructor.
RankerParameters - Class in pl.poznan.put.cs.idss.jrs.ranking
TODO - improve comments for fields Parameters for ranker.
RankerParameters() - Constructor for class pl.poznan.put.cs.idss.jrs.ranking.RankerParameters
Sole constructor, initializing the parameters.
RankerResults - Class in pl.poznan.put.cs.idss.jrs.ranking
Stores objects and values resulting from a single run of ranker
RankerResults() - Constructor for class pl.poznan.put.cs.idss.jrs.ranking.RankerResults
Sole constructor.
ranking - Variable in class pl.poznan.put.cs.idss.jrs.ranking.RankerResults
Ranking of all objects in the test data set
Ranking - Class in pl.poznan.put.cs.idss.jrs.ranking
Class representing ranking of objects, ordered from the best to the worst (sorted descendingly).
Ranking(double[]) - Constructor for class pl.poznan.put.cs.idss.jrs.ranking.Ranking
Constructor for Ranking class.

SIC!
Ranking(ArrayList<RankingPosition>) - Constructor for class pl.poznan.put.cs.idss.jrs.ranking.Ranking
Constructor for Ranking class.
Ranking(Hashtable<Integer, Double>) - Constructor for class pl.poznan.put.cs.idss.jrs.ranking.Ranking
Constructor for Ranking class.

SIC!
RANKING_STEP - Static variable in class pl.poznan.put.cs.idss.jrs.ranking.Ranker
Possible step at which calculations can be restarted (from calculation of a ranking).
rankingCalculationTime - Variable in class pl.poznan.put.cs.idss.jrs.ranking.RankerResults
Time of calculating final ranking (in [ms]).
RankingErrorCalculator - Class in pl.poznan.put.cs.idss.jrs.ranking
Class used to calculate ranking error with respect to available preference information in terms of preference/indifference/inverse preference relations (such preference information is called correct pairwise comparisons) or in terms of a reference ranking (such preference information is called correct ranking).
RankingErrorCalculator() - Constructor for class pl.poznan.put.cs.idss.jrs.ranking.RankingErrorCalculator
Sole constructor
rankingErrorsCalculationTime - Variable in class pl.poznan.put.cs.idss.jrs.ranking.RankerResults
Time of calculating ranking errors (in [ms]).
rankingFile - Variable in class pl.poznan.put.cs.idss.jrs.wrappers.JRankPrivateParameters
Path to the disk file where generated ranking of all examples from test memory container should be stored
RankingGenerator - Class in pl.poznan.put.cs.idss.jrs.ranking
Deprecated.
Not used
RankingGenerator(PreferenceStructureExploiter) - Constructor for class pl.poznan.put.cs.idss.jrs.ranking.RankingGenerator
Deprecated.
Constructor for RankingGenerator class
RankingPosition - Class in pl.poznan.put.cs.idss.jrs.ranking
Class storing numbers of objects sharing one position in ranking, along with their common evaluation
RankingPosition(int[], double) - Constructor for class pl.poznan.put.cs.idss.jrs.ranking.RankingPosition
Constructor for RankingPosition class
rankingProcedure - Variable in class pl.poznan.put.cs.idss.jrs.ranking.RankerParameters
Ranking procedure
RankRule - Class in pl.poznan.put.cs.idss.jrs.ranking
Rank rule preference graph exploitation procedure
RankRule(Field, int) - Constructor for class pl.poznan.put.cs.idss.jrs.ranking.RankRule
Constructor for RankRule class.
readChar() - Method in class pl.poznan.put.cs.idss.jrs.core.isf.SimpleCharStream
Read a character.
readChar() - Method in class pl.poznan.put.cs.idss.jrs.jmaf.parser.BackupCharStream
 
readChar() - Method in interface pl.poznan.put.cs.idss.jrs.jmaf.parser.CharStream
Returns the next character from the selected input.
readJRankParameters(ArrayList<NamedProperties>) - Method in class pl.poznan.put.cs.idss.jrs.wrappers.JRank
Reads all jRank parameters at once.
readJRankPrivateParameters(ArrayList<NamedProperties>) - Method in class pl.poznan.put.cs.idss.jrs.wrappers.JRank
Reads jRank private parameters.
readLearningAndTestData(String, String) - Method in class pl.poznan.put.cs.idss.jrs.wrappers.JRank
Reads learning and test data into ranker parameters.
readPreferenceGraph(String) - Method in class pl.poznan.put.cs.idss.jrs.ranking.PreferenceGraph
Reads preference graph from file with given path
readPreferenceInformation(ArrayList<NamedProperties>) - Method in class pl.poznan.put.cs.idss.jrs.wrappers.JRank
Reads preference information (reference ranking or pairwise comparisons) into ranker parameters.
readSimpleRankerParameters(ArrayList<NamedProperties>) - Method in class pl.poznan.put.cs.idss.jrs.wrappers.JRank
Reads simple ranker parameters (which are just variables, not objects).
readState(DataInputStream) - Method in class pl.poznan.put.cs.idss.jrs.utilities.MersenneTwisterFast
Reads the entire state of the MersenneTwister RNG from the stream
readXML(String) - Static method in class pl.poznan.put.cs.idss.jrs.cbr.core.PairSimilaritiesXMLParser
Reads XML file with given path
Reducts - Class in pl.poznan.put.cs.idss.jrs.jmaf.reducts
Class responsible for reducts and core computations
Reducts() - Constructor for class pl.poznan.put.cs.idss.jrs.jmaf.reducts.Reducts
 
Reducts.ReductsCalculationResult - Class in pl.poznan.put.cs.idss.jrs.jmaf.reducts
Class contains results of calculateAllReducts and calculateAllReductsWithConsistencyLevel methods.
ReductsCalculationResult() - Constructor for class pl.poznan.put.cs.idss.jrs.jmaf.reducts.Reducts.ReductsCalculationResult
 
ReductsExample - Class in pl.poznan.put.cs.idss.jrs.jmaf.reducts
Auxiliary class representing example.
ReductsExample(Example, boolean, Field) - Constructor for class pl.poznan.put.cs.idss.jrs.jmaf.reducts.ReductsExample
 
ReductsExamplePair - Class in pl.poznan.put.cs.idss.jrs.jmaf.reducts
Class representing pair of reducts examples objects.
ReductsExamplePair(ReductsExample, ReductsExample, MemoryContainer) - Constructor for class pl.poznan.put.cs.idss.jrs.jmaf.reducts.ReductsExamplePair
 
ReductsGenerator - Class in pl.poznan.put.cs.idss.jrs.reducts
Class generating reducts for MemoryContainer content
ReductsGenerator(MemoryContainer) - Constructor for class pl.poznan.put.cs.idss.jrs.reducts.ReductsGenerator
Constructor
referenceRanking - Variable in class pl.poznan.put.cs.idss.jrs.ranking.RankerParameters
Reference ranking
registerCrossValidation(int) - Method in class pl.poznan.put.cs.idss.jrs.test.RepeatedCrossValidationResults
Registers cross-validation with a given index within these results.
registerIncompleteCrossValidation(int) - Method in class pl.poznan.put.cs.idss.jrs.test.RepeatedCrossValidationResults
Registers incomplete cross-validation with a given index within these results.
ReInit(InputStream) - Method in class pl.poznan.put.cs.idss.jrs.core.isf.IsfParser
Reinitialise.
ReInit(InputStream) - Method in class pl.poznan.put.cs.idss.jrs.core.isf.SimpleCharStream
Reinitialise.
ReInit(InputStream, int, int) - Method in class pl.poznan.put.cs.idss.jrs.core.isf.SimpleCharStream
Reinitialise.
ReInit(InputStream, int, int) - Method in class pl.poznan.put.cs.idss.jrs.jmaf.parser.BackupCharStream
 
ReInit(InputStream, int, int, int) - Method in class pl.poznan.put.cs.idss.jrs.core.isf.SimpleCharStream
Reinitialise.
ReInit(InputStream, int, int, int) - Method in class pl.poznan.put.cs.idss.jrs.jmaf.parser.BackupCharStream
 
ReInit(InputStream, String) - Method in class pl.poznan.put.cs.idss.jrs.core.isf.IsfParser
Reinitialise.
ReInit(InputStream, String) - Method in class pl.poznan.put.cs.idss.jrs.core.isf.SimpleCharStream
Reinitialise.
ReInit(InputStream, String, int, int) - Method in class pl.poznan.put.cs.idss.jrs.core.isf.SimpleCharStream
Reinitialise.
ReInit(InputStream, String, int, int, int) - Method in class pl.poznan.put.cs.idss.jrs.core.isf.SimpleCharStream
Reinitialise.
ReInit(Reader) - Method in class pl.poznan.put.cs.idss.jrs.core.isf.IsfParser
Reinitialise.
ReInit(Reader) - Method in class pl.poznan.put.cs.idss.jrs.core.isf.SimpleCharStream
Reinitialise.
ReInit(Reader) - Method in class pl.poznan.put.cs.idss.jrs.jmaf.parser.BackupCharStream
 
ReInit(Reader, int, int) - Method in class pl.poznan.put.cs.idss.jrs.core.isf.SimpleCharStream
Reinitialise.
ReInit(Reader, int, int) - Method in class pl.poznan.put.cs.idss.jrs.jmaf.parser.BackupCharStream
 
ReInit(Reader, int, int, int) - Method in class pl.poznan.put.cs.idss.jrs.core.isf.SimpleCharStream
Reinitialise.
ReInit(Reader, int, int, int) - Method in class pl.poznan.put.cs.idss.jrs.jmaf.parser.BackupCharStream
 
ReInit(IsfParserTokenManager) - Method in class pl.poznan.put.cs.idss.jrs.core.isf.IsfParser
Reinitialise.
ReInit(SimpleCharStream) - Method in class pl.poznan.put.cs.idss.jrs.core.isf.IsfParserTokenManager
Reinitialise parser.
ReInit(SimpleCharStream, int) - Method in class pl.poznan.put.cs.idss.jrs.core.isf.IsfParserTokenManager
Reinitialise parser.
ReInit(CharStream) - Method in class pl.poznan.put.cs.idss.jrs.jmaf.parser.RulesParser
Reinitialise.
ReInit(CharStream) - Method in class pl.poznan.put.cs.idss.jrs.jmaf.parser.RulesParserTokenManager
Reinitialise parser.
ReInit(CharStream, int) - Method in class pl.poznan.put.cs.idss.jrs.jmaf.parser.RulesParserTokenManager
Reinitialise parser.
ReInit(RulesParserTokenManager) - Method in class pl.poznan.put.cs.idss.jrs.jmaf.parser.RulesParser
Reinitialise.
reinitializeAll() - Method in class pl.poznan.put.cs.idss.jrs.wrappers.MonotonicVCdomLEMWrapper
Sets all of internal data to null values.
reinitializeAll() - Method in class pl.poznan.put.cs.idss.jrs.wrappers.RulesGeneratorWrapper
reinitialization of all of components of a rule generator.
reinitializeAll() - Method in class pl.poznan.put.cs.idss.jrs.wrappers.VCdomLEMWrapper
Sets all of internal data to null values.
reinitializeAll() - Method in class pl.poznan.put.cs.idss.jrs.wrappers.VCdomLEMWrapperOpt
Sets all of internal data to null values.
reinitializeRulesContainer() - Method in class pl.poznan.put.cs.idss.jrs.wrappers.MonotonicVCdomLEMWrapper
 
reinitializeRulesContainer() - Method in class pl.poznan.put.cs.idss.jrs.wrappers.VCdomLEMWrapper
 
reinitializeRulesContainer() - Method in class pl.poznan.put.cs.idss.jrs.wrappers.VCdomLEMWrapperOpt
 
reinitializeUnionsContainer() - Method in class pl.poznan.put.cs.idss.jrs.wrappers.MonotonicVCdomLEMWrapper
 
reinitializeUnionsContainer() - Method in class pl.poznan.put.cs.idss.jrs.wrappers.VCdomLEMWrapper
 
reinitializeUnionsContainer() - Method in class pl.poznan.put.cs.idss.jrs.wrappers.VCdomLEMWrapperOpt
 
Relation - Class in pl.poznan.put.cs.idss.jrs.rules
Class representing single relation, for example ">= 5", "= 6" or "<=".
RelationAtLeast - Class in pl.poznan.put.cs.idss.jrs.rules
Class representing relation ">="
RelationAtLeast(Field) - Constructor for class pl.poznan.put.cs.idss.jrs.rules.RelationAtLeast
Constructor for RelationAtLeast class
RelationAtLeastForPairOfValues - Class in pl.poznan.put.cs.idss.jrs.rules
Class representing relation ">=", verified on first and second elements from pairs of simple values (objects of type PairField).
RelationAtLeastForPairOfValues() - Constructor for class pl.poznan.put.cs.idss.jrs.rules.RelationAtLeastForPairOfValues
Constructor for RelationAtLeastForPairOfValues class.
RelationAtMost - Class in pl.poznan.put.cs.idss.jrs.rules
Class representing relation "<="
RelationAtMost(Field) - Constructor for class pl.poznan.put.cs.idss.jrs.rules.RelationAtMost
Constructor for RelationAtMost class
RelationAtMostForPairOfValues - Class in pl.poznan.put.cs.idss.jrs.rules
Class representing relation "<=", verified on first end second elements from pairs of simple values (objects of type PairField).
RelationAtMostForPairOfValues() - Constructor for class pl.poznan.put.cs.idss.jrs.rules.RelationAtMostForPairOfValues
Constructor for RelationAtMostForPairOfValues class Calls Relation(null).
RelationEqual - Class in pl.poznan.put.cs.idss.jrs.rules
Class representing relation "="
RelationEqual(Field) - Constructor for class pl.poznan.put.cs.idss.jrs.rules.RelationEqual
Constructor for RelationEqual class
RelationEqualForPairOfValues - Class in pl.poznan.put.cs.idss.jrs.rules
Class representing relation "=", verified on first end second elements from pairs of simple values (objects of type PairField).
RelationEqualForPairOfValues() - Constructor for class pl.poznan.put.cs.idss.jrs.rules.RelationEqualForPairOfValues
Constructor for RelationEqualForPairOfValues class.
RelationGreaterThan - Class in pl.poznan.put.cs.idss.jrs.rules
Class representing relation "RelationGreaterThan"
RelationGreaterThan(Field) - Constructor for class pl.poznan.put.cs.idss.jrs.rules.RelationGreaterThan
Constructor for RelationGreaterThan class
RelationGreaterThanForPairOfValues - Class in pl.poznan.put.cs.idss.jrs.rules
Class representing relation ">", verified on first end second elements from pairs of simple values (objects of type PairField).
RelationGreaterThanForPairOfValues() - Constructor for class pl.poznan.put.cs.idss.jrs.rules.RelationGreaterThanForPairOfValues
Constructor for RelationGreaterThanForPairOfValues class.
RelationLessThan - Class in pl.poznan.put.cs.idss.jrs.rules
Class representing relation "<"
RelationLessThan(Field) - Constructor for class pl.poznan.put.cs.idss.jrs.rules.RelationLessThan
Constructor for RelationLessThan class
RelationLessThanForPairOfValues - Class in pl.poznan.put.cs.idss.jrs.rules
Class representing relation "<", verified on first end second elements from pairs of simple values (objects of type PairField).
RelationLessThanForPairOfValues() - Constructor for class pl.poznan.put.cs.idss.jrs.rules.RelationLessThanForPairOfValues
Constructor for RelationLessThanForPairOfValues class Calls Relation(null).
RelationNotEqual - Class in pl.poznan.put.cs.idss.jrs.rules
Class representing relation "!
RelationNotEqual(Field) - Constructor for class pl.poznan.put.cs.idss.jrs.rules.RelationNotEqual
Constructor for RelationNotEqual class
relationType - Variable in class pl.poznan.put.cs.idss.jrs.classifiers.rule.modlem.MLSelector
 
remove(Object) - Method in class pl.poznan.put.cs.idss.jrs.utilities.DefaultHashtable
Removes the key (and its corresponding value) from the hashtable.
remove(Object) - Method in interface pl.poznan.put.cs.idss.jrs.utilities.IHashtable
Removes the key (and its corresponding value) from the hashtable.
remove(Object) - Method in class pl.poznan.put.cs.idss.jrs.utilities.OptimizedHashtable
Removes the key (and its corresponding value) from the hashtable.
REMOVE_MISSING_VALUES - Static variable in class pl.poznan.put.cs.idss.jrs.classifiers.Constants
 
removeAll() - Method in class pl.poznan.put.cs.idss.jrs.apriori.Complex
Removes all elementary conditions form complex
removeAllCycles() - Method in class pl.poznan.put.cs.idss.jrs.ranking.PreferenceGraph
Removes all cycles in this preference graph by replacing each cycle with a single vertex, inheriting from component objects their input and output arcs.

If there are two or more input (or output) arcs to (from) a cycle and that arcs start (end) in the same vertex from outside the cycle, then in the resulting graph there will be only one input (output) arc to (from) a compound vertex that replaces the cycle, with satisfaction degree equal to maximum satisfaction degree over the set of corresponding input (output) satisfaction degrees.

Works only if this preference graph is defined using only one binary relation "at least" or "at most".

If for some pair of objects, satisfaction degree of considered relation "at least" or "at most" is lower than 1.0, then it is assumed that relation holds when satisfaction degree is >= 0.5, and relation does not hold, when satisfaction degree is < 0.5.
removeArc(int, int, Field, int) - Method in class pl.poznan.put.cs.idss.jrs.ranking.PreferenceGraph
Removes from this preference graph an arc between vertices with given indices, for "at least" / "at most" relation with given reference value, if such an arc is present in this graph.
removeArcs(int, int, int) - Method in class pl.poznan.put.cs.idss.jrs.ranking.PreferenceGraph
Removes from this preference graph all "at least" / "at most" arcs between vertices with given indices.
removeElementaryCondition(int) - Method in class pl.poznan.put.cs.idss.jrs.apriori.Group
 
removeExamplesWithMissingValues() - Method in class pl.poznan.put.cs.idss.jrs.classifiers.MissingValuesAction
Removes from dataset examples that have missing values.
removeGroup(int) - Method in class pl.poznan.put.cs.idss.jrs.apriori.GroupList
 
removePairwiseComparison(int, int) - Method in class pl.poznan.put.cs.idss.jrs.ranking.PairwiseComparisons
Removes pair of objects with given indices from the relation it belongs to.
removePairwiseComparison(int, int) - Method in class pl.poznan.put.cs.idss.jrs.ranking.SScPairwiseComparisons
Removes pair of objects with given indices from the relation it belongs to.
removeUnusedRules(BitSet, BitSet, int) - Method in class pl.poznan.put.cs.idss.jrs.classifiers.rule.Modlem
 
removeUnusedRules(BitSet, BitSet, int) - Method in class pl.poznan.put.cs.idss.jrs.classifiers.rule.VCModLEM
 
removeUnusedSelectors(BitSet, BitSet, double) - Method in class pl.poznan.put.cs.idss.jrs.classifiers.rule.modlem.MLRule
this method removes useless selectors from current rule
removeUnusedSelectors(BitSet, BitSet, double) - Method in class pl.poznan.put.cs.idss.jrs.classifiers.rule.modlem.VCMLRule
this method removes useless selectors from current rule
removeVertex(int) - Method in class pl.poznan.put.cs.idss.jrs.ranking.PreferenceGraph
Removes from this preference graph vertex with given index (and thus, removes also all objects contained in that vertex).
removingExamples - Static variable in class pl.poznan.put.cs.idss.jrs.classifiers.rule.Modlem
possible missing values actions
REPEATED_NFS - Static variable in class pl.poznan.put.cs.idss.jrs.ranking.RankerParameters
REPEATED_NFS_CLOSURE - Static variable in class pl.poznan.put.cs.idss.jrs.ranking.RankerParameters
REPEATED_NFS_P_CLOSURE - Static variable in class pl.poznan.put.cs.idss.jrs.ranking.RankerParameters
RepeatedCrossValidationResults - Class in pl.poznan.put.cs.idss.jrs.test
Class used to store parameter values and results of a single ranking experiment, performed on one data set using repeated k-fold cross-validation.
RepeatedCrossValidationResults() - Constructor for class pl.poznan.put.cs.idss.jrs.test.RepeatedCrossValidationResults
Sole constructor
RepeatedCrossValidationResultsContainer - Class in pl.poznan.put.cs.idss.jrs.classifiers
 
RepeatedCrossValidationResultsContainer() - Constructor for class pl.poznan.put.cs.idss.jrs.classifiers.RepeatedCrossValidationResultsContainer
 
RepeatedCrossValidationResultsContainer(int, SimpleField[]) - Constructor for class pl.poznan.put.cs.idss.jrs.classifiers.RepeatedCrossValidationResultsContainer
 
RepeatedWFNFS - Class in pl.poznan.put.cs.idss.jrs.ranking
Implementation of Repeated Weighted Fuzzy Net Flow Score (WFNFS) preference graph exploitation procedure
RepeatedWFNFS(PreferenceGraphWFNFS) - Constructor for class pl.poznan.put.cs.idss.jrs.ranking.RepeatedWFNFS
Constructor for RepeatedWFNFS class.
replacementSampleWithWeights(MemoryContainer, Random, double[], boolean[]) - Method in class pl.poznan.put.cs.idss.jrs.ensembles.Bagging
Creates a new dataset of the same size using random sampling with replacement according to the given weight vector.
reportError(String) - Method in class pl.poznan.put.cs.idss.jrs.jmaf.parser.RulesParserLog
Reports an error (doesn't terminate the computing)
reportFatalError(String) - Method in class pl.poznan.put.cs.idss.jrs.jmaf.parser.RulesParserLog
Reports a fatal error (the one that terminates the computing)
reportWarning(String) - Method in class pl.poznan.put.cs.idss.jrs.jmaf.parser.RulesParserLog
Reports a warning
resampleWithWeights(MemoryContainer, Random, boolean, double[], boolean[]) - Method in class pl.poznan.put.cs.idss.jrs.ensembles.Bagging
Creates a new dataset of the same size using random sampling according to replacement option value and to the given weight vector.
reset() - Method in class pl.poznan.put.cs.idss.jrs.approximations.DecisionClass
Resets all results of calculations stored in this class and causes that each first call to any 'get' method retrieving any approximation, boundary, quality of approximation or accuracy of approximation will be connected with additional (re)calculations.
reset() - Method in class pl.poznan.put.cs.idss.jrs.approximations.DecisionClassContainer
Forces re-calculation of basic classes and re-creation or reset of all decision classes (re-creation if decision attribute's values changed, reset when decision attribute's values remained unchanged).
reset() - Method in class pl.poznan.put.cs.idss.jrs.approximations.MonotonicUnion
Resets all results of calculations stored in this union and causes that each first call to any 'get' method retrieving any approximation, boundary, quality of approximation or accuracy of approximation will be connected with additional (re)calculations.
reset() - Method in class pl.poznan.put.cs.idss.jrs.approximations.PairDecisionMonotonicUnion
Resets all results of calculations stored in this union and causes that each first call to any 'get' method retrieving any approximation, boundary, quality of approximation or accuracy of approximation will be connected with additional (re)calculations.
reset() - Method in class pl.poznan.put.cs.idss.jrs.approximations.Union
Resets all results of calculations stored in this union and causes that each first call to any 'get' method retrieving any approximation, boundary, quality of approximation or accuracy of approximation will be connected with additional (re)calculations.
reset() - Method in class pl.poznan.put.cs.idss.jrs.approximations.UnionContainer
Forces re-calculation of basic classes and re-creation or reset of all upward and downward unions (re-creation if basic classes changed, reset when basic classes remained unchanged).
reset() - Method in class pl.poznan.put.cs.idss.jrs.core.db.HSQLInput
Resets the cursor into the data stored in the EXAMPLES table.
reset() - Method in class pl.poznan.put.cs.idss.jrs.core.db.MySQLInput
Resets the cursor into the data stored in the EXAMPLES table.
reset() - Method in class pl.poznan.put.cs.idss.jrs.rules.RuleStatistics
Resets all statistics stored in this object and causes that each first call to any 'get' method, which delivers any statistic, will cause additional calculations before returning that statistic
reset() - Method in class pl.poznan.put.cs.idss.jrs.rules.RuleStatisticsOpt
Resets all statistics stored in this object and causes that each first call to any 'get' method, which delivers any statistic, will cause additional calculations before returning that statistic
reset() - Static method in class pl.poznan.put.cs.idss.jrs.utilities.Profiler
Clears all data stored in this class so far
resetDominanceCheckMethod() - Static method in class pl.poznan.put.cs.idss.jrs.types.PairField
Restores default dominance check method
resetMeasure() - Static method in class pl.poznan.put.cs.idss.jrs.approximations.MonotonicUnion
Restores default value of MonotonicUnion.measure flag.
resetTreatmentForAttributesWithoutPreferenceType() - Static method in class pl.poznan.put.cs.idss.jrs.dominance.ParetoDominanceCalculator
Restores default treatment for attributes without preference type assigned
resetVCDRSACalculationMethod() - Static method in class pl.poznan.put.cs.idss.jrs.approximations.StandardUnion
Restores default VC-DRSA calculation method
restoreFromSnapshot(Settings) - Method in class pl.poznan.put.cs.idss.jrs.Settings
Restores all settings from the given snapshot.
restoreTemporarilyDeletedCondition() - Method in class pl.poznan.put.cs.idss.jrs.rules.Rule
Unmarks "regular" condition that was marked as temporarily deleted by setOrExchangeTemporarilyDeletedCondition method.
restrictToAsymmetricalRelations() - Method in class pl.poznan.put.cs.idss.jrs.ranking.PreferenceGraph
Restricts each relation "at least" and "at most" to its asymmetrical part only.
resultContains(SimpleField, ClassificationResult) - Static method in class pl.poznan.put.cs.idss.jrs.wrappers.VCArcingWrapper
Checks if given fields value encloses in classification result classes vector
resultsComplete() - Method in class pl.poznan.put.cs.idss.jrs.ranking.RankerResults
Tells if results stored in this object are complete
retrieveDescription(MemoryContainer) - Static method in class pl.poznan.put.cs.idss.jrs.core.mem.MemoryContainersDescriptions
Retrieves description for given memory container.
retrieveId(MemoryContainer) - Static method in class pl.poznan.put.cs.idss.jrs.core.mem.MemoryContainersUniqueIdentifiers
Deprecated.
Retrieves id of given memory container
revertArcs(Field, int) - Method in class pl.poznan.put.cs.idss.jrs.ranking.PreferenceGraph
Reverts all arcs corresponding to relation "at least" or "at most" with given reference value.
For example, if pair (x,y) belongs to relation "at most -1.0" and consideredRelations == AT_MOST_RELATIONS, then pair (y,x) is added to relation "at least 1.0" and pair (x,y) is deleted from relation "at most -1.0".
revertScArcs() - Method in class pl.poznan.put.cs.idss.jrs.ranking.PreferenceGraph
Reverts all arcs corresponding to relation (at most) Sc.
RI - Static variable in interface pl.poznan.put.cs.idss.jrs.jmaf.parser.RulesParserConstants
Lexical state.
right - Variable in class pl.poznan.put.cs.idss.jrs.types.DiscretizationInterval
(Top) right bound of this interval.
rightType - Variable in class pl.poznan.put.cs.idss.jrs.types.DiscretizationInterval
Type of right bound of this interval.
RIOTHER - Static variable in interface pl.poznan.put.cs.idss.jrs.jmaf.parser.RulesParserConstants
RegularExpression Id.
rollback() - Method in class pl.poznan.put.cs.idss.jrs.core.db.HSQLSession
Performs rollback (cancels all the changes made since latest commit)
rollback() - Method in class pl.poznan.put.cs.idss.jrs.core.db.MySQLSession
Performs rollback (cancels all the changes made since latest commit)
ROUGH_MEMBERSHIP - Static variable in class pl.poznan.put.cs.idss.jrs.ranking.RankerParameters
RoughMembershipMeasure - Class in pl.poznan.put.cs.idss.jrs.approximations
 
RoughMembershipMeasure() - Constructor for class pl.poznan.put.cs.idss.jrs.approximations.RoughMembershipMeasure
 
RoughMembershipMeasure(int) - Constructor for class pl.poznan.put.cs.idss.jrs.approximations.RoughMembershipMeasure
 
RoughMembershipMeasure(int, int, long) - Constructor for class pl.poznan.put.cs.idss.jrs.approximations.RoughMembershipMeasure
 
RoughMembershipMeasure(int, long) - Constructor for class pl.poznan.put.cs.idss.jrs.approximations.RoughMembershipMeasure
 
RoughSetClassificationMethod - Class in pl.poznan.put.cs.idss.jrs.classifiers
Implements classification by direct application of rough set approximations of a given set.
RoughSetClassificationMethod(MemoryContainer) - Constructor for class pl.poznan.put.cs.idss.jrs.classifiers.RoughSetClassificationMethod
 
round(double, int) - Static method in class pl.poznan.put.cs.idss.jrs.utilities.DoubleRounding
Rounds given double value to a specified number of decimal places.
RU - Static variable in interface pl.poznan.put.cs.idss.jrs.jmaf.parser.RulesParserConstants
Lexical state.
RU_AMP - Static variable in interface pl.poznan.put.cs.idss.jrs.jmaf.parser.RulesParserConstants
RegularExpression Id.
RU_BRACE_BRACKET_CLOSE - Static variable in interface pl.poznan.put.cs.idss.jrs.jmaf.parser.RulesParserConstants
RegularExpression Id.
RU_BRACE_BRACKET_OPEN - Static variable in interface pl.poznan.put.cs.idss.jrs.jmaf.parser.RulesParserConstants
RegularExpression Id.
RU_COLON - Static variable in interface pl.poznan.put.cs.idss.jrs.jmaf.parser.RulesParserConstants
RegularExpression Id.
RU_COMMA - Static variable in interface pl.poznan.put.cs.idss.jrs.jmaf.parser.RulesParserConstants
RegularExpression Id.
RU_EQUAL - Static variable in interface pl.poznan.put.cs.idss.jrs.jmaf.parser.RulesParserConstants
RegularExpression Id.
RU_GET - Static variable in interface pl.poznan.put.cs.idss.jrs.jmaf.parser.RulesParserConstants
RegularExpression Id.
RU_GT - Static variable in interface pl.poznan.put.cs.idss.jrs.jmaf.parser.RulesParserConstants
RegularExpression Id.
RU_LET - Static variable in interface pl.poznan.put.cs.idss.jrs.jmaf.parser.RulesParserConstants
RegularExpression Id.
RU_LT - Static variable in interface pl.poznan.put.cs.idss.jrs.jmaf.parser.RulesParserConstants
RegularExpression Id.
RU_ROUND_BRACKET_CLOSE - Static variable in interface pl.poznan.put.cs.idss.jrs.jmaf.parser.RulesParserConstants
RegularExpression Id.
RU_ROUND_BRACKET_OPEN - Static variable in interface pl.poznan.put.cs.idss.jrs.jmaf.parser.RulesParserConstants
RegularExpression Id.
RU_SQUARE_BRACKET_CLOSE - Static variable in interface pl.poznan.put.cs.idss.jrs.jmaf.parser.RulesParserConstants
RegularExpression Id.
RU_SQUARE_BRACKET_OPEN - Static variable in interface pl.poznan.put.cs.idss.jrs.jmaf.parser.RulesParserConstants
RegularExpression Id.
RU_THEN - Static variable in interface pl.poznan.put.cs.idss.jrs.jmaf.parser.RulesParserConstants
RegularExpression Id.
RU_VERT - Static variable in interface pl.poznan.put.cs.idss.jrs.jmaf.parser.RulesParserConstants
RegularExpression Id.
Rule - Class in pl.poznan.put.cs.idss.jrs.rules
Class representing one single decision rule.
Rule(int, int, Field, ConditionValidator, HashSet<Condition>, HashSet<Condition>, MemoryContainer, double, ApproximatedEntity, ApproximatedEntityDecisionsPredictor) - Constructor for class pl.poznan.put.cs.idss.jrs.rules.Rule
Constructs rule of given type, for given characteristic decision class and tip for its usage, from given conditions and decisions and for given learning memory container.
Rule(int, int, Field, ConditionValidator, HashSet<Condition>, HashSet<Condition>, MemoryContainer, int[]) - Constructor for class pl.poznan.put.cs.idss.jrs.rules.Rule
Constructs rule of given type, for given characteristic decision class and tip for its usage, from given conditions and decisions, for given learning memory container and for given array with numbers of positive examples from learning memory container for which this rule was induced.
Rule(int, int, Field, ConditionValidator, HashSet<Condition>, HashSet<Condition>, Attribute[]) - Constructor for class pl.poznan.put.cs.idss.jrs.rules.Rule
Constructs rule of given type, for given characteristic decision class and tip for its usage, from given conditions and decisions and for given attributes from learning memory container.

Stores references to condition validator and learning attributes, without coping.
Rule(int, int, Field, ConditionValidator, HashSet<Condition>, MemoryContainer, int[]) - Constructor for class pl.poznan.put.cs.idss.jrs.rules.Rule
Constructs rule of given type, for given characteristic decision class and tip for its usage, from given decisions, for given learning memory container and for given array with numbers of positive examples from learning memory container for which this rule was induced.
Rule(int, int, Field, ConditionValidator, MemoryContainer, int[]) - Constructor for class pl.poznan.put.cs.idss.jrs.rules.Rule
Constructs rule of given type, for given characteristic decision class and tip for its usage, for given learning memory container and for given array with numbers of positive examples from learning memory container for which this rule was induced.
RULE_CLASS - Static variable in interface pl.poznan.put.cs.idss.jrs.jmaf.parser.RulesParserConstants
RegularExpression Id.
RULE_TYPE - Static variable in interface pl.poznan.put.cs.idss.jrs.jmaf.parser.RulesParserConstants
RegularExpression Id.
Rule2ApproximatedEntity - Class in pl.poznan.put.cs.idss.jrs.rules
Class used to calculate different properties of an approximated entity (decision class or union of decision classes) on the basis of (given) decision rule, created for that entity.
ruleConditionsSelectionMethodInVCDomLEM - Variable in class pl.poznan.put.cs.idss.jrs.ranking.RankerParameters
Method of selecting rule's elementary conditions in VC-DomLEM algorithm
RuleConstants - Class in pl.poznan.put.cs.idss.jrs.rules
Class defining constants common for different decision rule approaches.
RuleConstants() - Constructor for class pl.poznan.put.cs.idss.jrs.rules.RuleConstants
 
RuleGenerationMode - Interface in pl.poznan.put.cs.idss.jrs.rules
Interface used to manage rule generation mode.
RuleGenerator - Class in pl.poznan.put.cs.idss.jrs.rules
Abstract rule generator class.
RuleGenerator() - Constructor for class pl.poznan.put.cs.idss.jrs.rules.RuleGenerator
 
RuleList - Class in pl.poznan.put.cs.idss.jrs.apriori
This class wraps list of object of type GroupList
RuleList(Union) - Constructor for class pl.poznan.put.cs.idss.jrs.apriori.RuleList
 
RuleMeasure - Class in pl.poznan.put.cs.idss.jrs.rules
Generic measure of a decision rule
RuleMeasure() - Constructor for class pl.poznan.put.cs.idss.jrs.rules.RuleMeasure
 
ruleQualityMeasureTipText() - Method in class pl.poznan.put.cs.idss.jrs.classifiers.rule.VCModLEM
 
RULES - Static variable in interface pl.poznan.put.cs.idss.jrs.jmaf.parser.RulesParserConstants
RegularExpression Id.
RULES - Static variable in class pl.poznan.put.cs.idss.jrs.utilities.Project
Rules for main memory container (e.g. decision table, PCT or similarity table).
RULES_STEP - Static variable in class pl.poznan.put.cs.idss.jrs.ranking.Ranker
Possible step at which calculations can be restarted (from induction of rules).
rulesCalculationTime - Variable in class pl.poznan.put.cs.idss.jrs.ranking.RankerResults
Time of calculating decision rules (in [ms]).
RulesClassificationMethod - Class in pl.poznan.put.cs.idss.jrs.classifiers
Base class for all rule-based classification methods used in jRS library
RulesClassificationMethod() - Constructor for class pl.poznan.put.cs.idss.jrs.classifiers.RulesClassificationMethod
 
rulesContainer - Variable in class pl.poznan.put.cs.idss.jrs.ranking.RankerResults
Rules container for the PCT created using the preference information
RulesContainer - Class in pl.poznan.put.cs.idss.jrs.rules
Class used to store decision rules induced by a rule induction algorithm for one learning memory container.
RulesContainer(String, double, Field[], Attribute[]) - Constructor for class pl.poznan.put.cs.idss.jrs.rules.RulesContainer
Constructor for RulesContainer class, creating rules' container for given rules' format, array with all possible values of decision attribute (can be null if unknown, but cannot be empty), level of consistency and array with attributes from learning memory container.
RulesContainer(MemoryContainer, double) - Constructor for class pl.poznan.put.cs.idss.jrs.rules.RulesContainer
Constructor for RulesContainer class, creating rules' container for given learning memory container and level of consistency.

Calculates format of the rules (rulesFormat field) on the basis of the description of given learning memory container (namely on the basis of learning memory container's type and evaluation space), stored in MemoryContainersDescriptions class.
rulesContainerExpected - Variable in class pl.poznan.put.cs.idss.jrs.ranking.RankerResults
Tells if these results should contain a rules container (which is the case for an approach employing a minimal set of decision rules, but not for an approach employing an exhaustive set of rules).
RulesCoveringInSet - Class in pl.poznan.put.cs.idss.jrs.rules
Container that stores information about rules that are covering a given set of examples.
RulesCoveringInSet() - Constructor for class pl.poznan.put.cs.idss.jrs.rules.RulesCoveringInSet
 
RulesCoveringInSet(HashSet) - Constructor for class pl.poznan.put.cs.idss.jrs.rules.RulesCoveringInSet
 
RulesCrossValidationWrapper - Class in pl.poznan.put.cs.idss.jrs.wrappers
Wrapper implementig n-fold cross validation for rule inducers.
RulesCrossValidationWrapper() - Constructor for class pl.poznan.put.cs.idss.jrs.wrappers.RulesCrossValidationWrapper
 
RulesDRSAClassificationMethod - Class in pl.poznan.put.cs.idss.jrs.classifiers
DRSA classification method based on the idea of intersections of upward and downward rules that cover example to be classified.
RulesDRSAClassificationMethod() - Constructor for class pl.poznan.put.cs.idss.jrs.classifiers.RulesDRSAClassificationMethod
Sole constructor
RulesDRSAClassificationMethod(RulesContainer) - Constructor for class pl.poznan.put.cs.idss.jrs.classifiers.RulesDRSAClassificationMethod
Constructor setting rules container
RulesDRSAClassificationMethod(RulesContainer, int) - Constructor for class pl.poznan.put.cs.idss.jrs.classifiers.RulesDRSAClassificationMethod
Constructor setting rules container and classification type
RulesDRSAClassificationMethod(RulesContainer, Attribute) - Constructor for class pl.poznan.put.cs.idss.jrs.classifiers.RulesDRSAClassificationMethod
Constructor setting rules container and decision attribute preference type
RulesDRSAClassificationMethod(RulesContainer, Attribute, int) - Constructor for class pl.poznan.put.cs.idss.jrs.classifiers.RulesDRSAClassificationMethod
Constructor setting rules container, decision attribute preference type and classification type
RulesDRSAClassificationMethod(Attribute) - Constructor for class pl.poznan.put.cs.idss.jrs.classifiers.RulesDRSAClassificationMethod
Constructor setting decision attribute preference type
RulesFilter - Class in pl.poznan.put.cs.idss.jrs.rules
Class used to filter decision rules - e.g. to find only rules having not smaller support than given treshold.
RulesFilter() - Constructor for class pl.poznan.put.cs.idss.jrs.rules.RulesFilter
 
RULESFORMAT - Static variable in interface pl.poznan.put.cs.idss.jrs.jmaf.parser.RulesParserConstants
RegularExpression Id.
RULESFORMATVALUE - Static variable in interface pl.poznan.put.cs.idss.jrs.jmaf.parser.RulesParserConstants
RegularExpression Id.
RulesGenerator - Class in pl.poznan.put.cs.idss.jrs.wrappers
Wrapper class used to generate approximations and rules.
RulesGenerator() - Constructor for class pl.poznan.put.cs.idss.jrs.wrappers.RulesGenerator
 
RulesGeneratorWrapper - Class in pl.poznan.put.cs.idss.jrs.wrappers
Default wrapper for rule generator wrappers.
RulesGeneratorWrapper() - Constructor for class pl.poznan.put.cs.idss.jrs.wrappers.RulesGeneratorWrapper
 
RulesGeneratorWrapper(String) - Constructor for class pl.poznan.put.cs.idss.jrs.wrappers.RulesGeneratorWrapper
 
RulesGeneratorWrapper(MemoryContainer) - Constructor for class pl.poznan.put.cs.idss.jrs.wrappers.RulesGeneratorWrapper
 
RulesGeneratorWrapper(MemoryContainer, MemoryContainer) - Constructor for class pl.poznan.put.cs.idss.jrs.wrappers.RulesGeneratorWrapper
 
RulesHybridClassificationMethod - Class in pl.poznan.put.cs.idss.jrs.classifiers
Classifies an example according to DRSA classification method and if the the result is ambigous reclassifies it according to VC-DRSA classification method described in:
RulesHybridClassificationMethod() - Constructor for class pl.poznan.put.cs.idss.jrs.classifiers.RulesHybridClassificationMethod
 
RulesHybridClassificationMethod(RulesDRSAClassificationMethod, RulesVCDRSAClassificationMethod) - Constructor for class pl.poznan.put.cs.idss.jrs.classifiers.RulesHybridClassificationMethod
 
RULESINFO - Static variable in interface pl.poznan.put.cs.idss.jrs.jmaf.parser.RulesParserConstants
RegularExpression Id.
RulesMap - Class in pl.poznan.put.cs.idss.jrs.jmaf.parser
Class storing an ordered list of rules
RulesMap() - Constructor for class pl.poznan.put.cs.idss.jrs.jmaf.parser.RulesMap
Sole constructor
RulesParser - Class in pl.poznan.put.cs.idss.jrs.jmaf.parser
 
RulesParser(CharStream) - Constructor for class pl.poznan.put.cs.idss.jrs.jmaf.parser.RulesParser
Constructor with user supplied CharStream.
RulesParser(RulesParserTokenManager) - Constructor for class pl.poznan.put.cs.idss.jrs.jmaf.parser.RulesParser
Constructor with generated Token Manager.
RulesParserConstants - Interface in pl.poznan.put.cs.idss.jrs.jmaf.parser
Token literal values and constants.
RulesParserLog - Class in pl.poznan.put.cs.idss.jrs.jmaf.parser
Class used for generating parser logs.
RulesParserLog() - Constructor for class pl.poznan.put.cs.idss.jrs.jmaf.parser.RulesParserLog
 
RulesParserTokenManager - Class in pl.poznan.put.cs.idss.jrs.jmaf.parser
Token Manager.
RulesParserTokenManager(CharStream) - Constructor for class pl.poznan.put.cs.idss.jrs.jmaf.parser.RulesParserTokenManager
Constructor.
RulesParserTokenManager(CharStream, int) - Constructor for class pl.poznan.put.cs.idss.jrs.jmaf.parser.RulesParserTokenManager
Constructor.
ruleStarter - Static variable in class pl.poznan.put.cs.idss.jrs.rules.Rule
Value appended to the beginning of the rule while transforming rule to textual form.
RuleStatistics - Class in pl.poznan.put.cs.idss.jrs.rules
Class used to calculate, store and get rule's statistics like support, strength, confidence etc.
RuleStatistics(Rule) - Constructor for class pl.poznan.put.cs.idss.jrs.rules.RuleStatistics
Constructor of the RuleStatistics class.
RuleStatisticsOpt - Class in pl.poznan.put.cs.idss.jrs.rules
Class used to calculate, store and get rule's statistics like support, strength, confidence etc.
RuleStatisticsOpt(OptRule) - Constructor for class pl.poznan.put.cs.idss.jrs.rules.RuleStatisticsOpt
Constructor of the RuleStatisticsOpt class.
rulesType - Static variable in class pl.poznan.put.cs.idss.jrs.classifiers.rule.Modlem
The selected approximation to use
rulesTypeTipText() - Method in class pl.poznan.put.cs.idss.jrs.classifiers.rule.Modlem
 
rulesTypeTipText() - Method in class pl.poznan.put.cs.idss.jrs.classifiers.rule.VCModLEM
 
RulesVCDRSAClassificationMethod - Class in pl.poznan.put.cs.idss.jrs.classifiers
Classification method described in publication: J.
RulesVCDRSAClassificationMethod() - Constructor for class pl.poznan.put.cs.idss.jrs.classifiers.RulesVCDRSAClassificationMethod
 
RulesVCDRSAClassificationMethod(MemoryContainer, RulesContainer) - Constructor for class pl.poznan.put.cs.idss.jrs.classifiers.RulesVCDRSAClassificationMethod
Constructor that takes into account rule type used for classification
RulesVCDRSAClassificationMethod(MemoryContainer, RulesContainer, int) - Constructor for class pl.poznan.put.cs.idss.jrs.classifiers.RulesVCDRSAClassificationMethod
Constructor that takes into account rule type used for classification
run() - Method in class pl.poznan.put.cs.idss.jrs.ranking.Ranker
Runs this ranker, from initial step, using ranker parameters stored in this object.
run() - Method in class pl.poznan.put.cs.idss.jrs.wrappers.JRank
Method conducting all calculations and storing their results.
run(int) - Method in class pl.poznan.put.cs.idss.jrs.ranking.Ranker
Re-runs this ranker, from given step, using ranker parameters stored in this object.
run(int) - Method in class pl.poznan.put.cs.idss.jrs.wrappers.JRank
Method conducting all calculations starting at a given step and storing their results.
run(int, int) - Method in class pl.poznan.put.cs.idss.jrs.ranking.Ranker
Re-runs this ranker, from given step, using ranker parameters stored in this object.
run(int, int) - Method in class pl.poznan.put.cs.idss.jrs.wrappers.JRank
Method conducting all calculations starting at a given step and storing their results.
run(RankerParameters) - Method in class pl.poznan.put.cs.idss.jrs.ranking.Ranker
Runs this ranker using given parameters.
RUOTHER - Static variable in interface pl.poznan.put.cs.idss.jrs.jmaf.parser.RulesParserConstants
RegularExpression Id.
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