- 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
-
- 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
-
- 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.