Implements Measures for the Comparison of Two Partitions


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Documentation for package ‘partitionComparison’ version 0.2.6

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partitionComparison-package partitionComparison: Implements Measures for the Comparison of Two Partitions
adjustedRandIndex Adjusted Rand Index
adjustedRandIndex-method Adjusted Rand Index
baulieu1 Baulieu Index 1
baulieu1-method Baulieu Index 1
baulieu2 Baulieu Index 2
baulieu2-method Baulieu Index 2
classificationErrorDistance Classification Error Distance
classificationErrorDistance-method Classification Error Distance
compareAll Compare two partitions with all measures
compareAll-method Compare two partitions with all measures
computePairCoefficients Compute the four coefficients N_{11}, N_{10}, N_{01}, N_{00}
czekanowski Czekanowski Index
czekanowski-method Czekanowski Index
dongensMetric Dongen's Metric
dongensMetric-method Dongen's Metric
entropy Entropy
entropy-method Entropy
fagerMcGowan Fager & McGowan Index
fagerMcGowan-method Fager & McGowan Index
folwkesMallowsIndex Folwkes & Mallows Index
folwkesMallowsIndex-method Folwkes & Mallows Index
gammaStatistics Gamma Statistics
gammaStatistics-method Gamma Statistics
goodmanKruskal Goodman & Kruskal Index
goodmanKruskal-method Goodman & Kruskal Index
gowerLegendre Gower & Legendre Index
gowerLegendre-method Gower & Legendre Index
hamann Hamann Coefficient
hamann-method Hamann Coefficient
jaccardCoefficient Jaccard Coefficient
jaccardCoefficient-method Jaccard Coefficient
kulczynski Kulczynski Index
kulczynski-method Kulczynski Index
larsenAone Larsen & Aone Measure
larsenAone-method Larsen & Aone Measure
lermanIndex Lerman Index
lermanIndex-method Lerman Index
mcconnaughey McConnaughey Index
mcconnaughey-method McConnaughey Index
minkowskiMeasure Minkowski Measure
minkowskiMeasure-method Minkowski Measure
mirkinMetric Mirkin Metric
mirkinMetric-method Mirkin Metric
mutualInformation Mutual Information
mutualInformation-method Mutual Information
N Method to retrieve the complex coefficient N
N-method Method to retrieve the complex coefficient N
N00 Method to retrieve the coefficient N_{00}
N00-method Method to retrieve the coefficient N_{00}
N01 Method to retrieve the coefficient N_{01}
N01-method Method to retrieve the coefficient N_{01}
N01p Method to retrieve the complex coefficient N'_{01}
N01p-method Method to retrieve the complex coefficient N'_{01}
N10 Method to retrieve the coefficient N_{10}
N10-method Method to retrieve the coefficient N_{10}
N10p Method to retrieve the complex coefficient N'_{10}
N10p-method Method to retrieve the complex coefficient N'_{10}
N11 Method to retrieve the coefficient N_{11}
N11-method Method to retrieve the coefficient N_{11}
N12 Method to retrieve the complex coefficient N_{12}
N12-method Method to retrieve the complex coefficient N_{12}
N21 Method to retrieve the complex coefficient N_{21}
N21-method Method to retrieve the complex coefficient N_{21}
normalizedLermanIndex Normalized Lerman Index
normalizedLermanIndex-method Normalized Lerman Index
normalizedMutualInformation Normalized Mutual Information
normalizedMutualInformation-method Normalized Mutual Information
PairCoefficients S4 class to represent coefficients of object pairs for the comparison of two object partitions (say P and Q).
PairCoefficients-class S4 class to represent coefficients of object pairs for the comparison of two object partitions (say P and Q).
Partition Simple S4 class to represent a partition of objects as vector of class labels.
Partition-class Simple S4 class to represent a partition of objects as vector of class labels.
partitionComparison partitionComparison: Implements Measures for the Comparison of Two Partitions
pearson Pearson Index
pearson-method Pearson Index
peirce Peirce Index
peirce-method Peirce Index
projectionNumber Compute the projection number of two partitions
randIndex Rand Index
randIndex-method Rand Index
registerPartitionVectorSignatures Make comparison measures usable with any vectors
rogersTanimoto Rogers & Tanimoto Index
rogersTanimoto-method Rogers & Tanimoto Index
russelRao Russel & Rao Index
russelRao-method Russel & Rao Index
rvCoefficient RV Coefficient
rvCoefficient-method RV Coefficient
sokalSneath1 Sokal & Sneath Index 1
sokalSneath1-method Sokal & Sneath Index 1
sokalSneath2 Sokal & Sneath Index 2
sokalSneath2-method Sokal & Sneath Index 2
sokalSneath3 Sokal & Sneath Index 3
sokalSneath3-method Sokal & Sneath Index 3
variationOfInformation Variation of Information
variationOfInformation-method Variation of Information
wallaceI Wallace I
wallaceI-method Wallace I
wallaceII Wallace II
wallaceII-method Wallace II
[<--method Subsetting Partition instances