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Packages that use SimilarityMeasure | |
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moj.similarity.measures |
Uses of SimilarityMeasure in moj.similarity.measures |
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Subclasses of SimilarityMeasure in moj.similarity.measures | |
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class |
BaroniUrbaniS_row
BARONI-URBANI SIMILARITY COEFFICIENT http://www.biology.ualberta.ca/jbrzusto/cluster.html#DistanceMeasures |
class |
BinAverageSquaredD_row
AVERAGE SQUARED DISTANCE http://crrm.univ-mrs.fr/commercial/software/dataview/appendix.html dissimilarity [0, 1]; same as binary euclidean distance of http://149.170.199.144/multivar/dist.htm Usage: for binary data. |
class |
BinCAS_row
CA MEASURE OF ASSOCIATION http://www.psych.cornell.edu/Darlington/crosstab/table3.htm CA (for "conditional association") is a modification of OGE that in principle can be defined for tables of any size, but in practice is computed easily only for 2x2 tables, so we explain it in those terms. |
class |
BinCosineS_row
BINARY COSINE COEFFICIENT http://www.iro.umontreal.ca/~nie/IR-book/Ch.3.html Usage: for binary data. |
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BinCramerPhiS_row
CRAMER PHI MEASURE OF ASSOCIATION http://www.psych.cornell.edu/Darlington/crosstab/table3.htm The Cramer phi and phi2 are simple transformations of the familiar Pearson chi-square statistic for testing association in a frequency table. |
class |
BinCramerPhiSquaredS_row
CRAMER PHI SQUARED MEASURE OF ASSOCIATION http://www.psych.cornell.edu/Darlington/crosstab/table3.htm Goodman and Kruskal (1979, p. |
class |
BinDiceD_row
BINARY DICE DISTANCE http://www.iro.umontreal.ca/~nie/IR-book/Ch.3.html Dissimilarity coefficient that satisfies the triangle inequality Usage: for binary data. |
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BinDispersionS_row
BINARY DISPERSION COEFFICIENT http://crrm.univ-mrs.fr/commercial/software/dataview/appendix.html Usage: for binary data. |
class |
BinEuclidD_row
BINARY EUCLIDEAN DISTANCE http://149.170.199.144/multivar/dist.htm |
class |
BinOchiai1S_row
BINARY OCHIAI 1 SIMILARITY COEFFICIENT http://crrm.univ-mrs.fr/commercial/software/dataview/appendix.html similarity [0, 1] (Ochiai 1957) Usage: for binary data. |
class |
BinOchiai2S_row
BINARY OCHIAI 2 SIMILARITY COEFFICIENT http://crrm.univ-mrs.fr/commercial/software/dataview/appendix.html Usage: for binary data. |
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BinOGES_row
OGE MEASURE OF ASSOCIATION http://www.psych.cornell.edu/Darlington/crosstab/table3.htm OGE has a frequency interpretation that many users will find more appealing than the ratio-scale interpretation of phi2. |
class |
BinOverlapS_row
BINARY OVERLAP COEFFICIENT http://www.iro.umontreal.ca/~nie/IR-book/Ch.3.html Usage: for binary data. |
class |
BinPatternDiffD_row
BINARY PATTERN DIFFERENCE http://149.170.199.144/multivar/dist.htm http://crrm.univ-mrs.fr/commercial/software/dataview/appendix.html |
class |
BinPearsonCorrS_row
BINARY PEARSON CORRELATION COEFFICIENT http://crrm.univ-mrs.fr/commercial/software/dataview/appendix.html similarity [-1, 1] Usage: for binary data. |
class |
BinRogersTanimotoS_row
BINARY ROGERS & TANIMOTO SIMILARITY COEFFICIENT http://crrm.univ-mrs.fr/commercial/software/dataview/appendix.html similarity [0, 1] (Rogers Tanimoto 1960) Usage: for binary data. |
class |
BinRusselRaoS_row
BINARY RUSSEL & RAO SIMILARITY COEFFICIENT http://crrm.univ-mrs.fr/commercial/software/dataview/appendix.html similarity [0, 1] (Russel & Rao 1940) Usage: for binary data. |
class |
BinShannonD_row
BINARY SHANNON DISSIMILARITY http://crrm.univ-mrs.fr/commercial/software/dataview/appendix.html dissimilarity [0, INF] Usage: for binary data. |
class |
BinShapeDiffD_row
BINARY SHAPE DIFFERENCE http://crrm.univ-mrs.fr/commercial/software/dataview/appendix.html Usage: for binary data. |
class |
BinSizeDiffD_row
BINARY SIZE DIFFERENCE http://crrm.univ-mrs.fr/commercial/software/dataview/appendix.html Usage: for binary data. |
class |
BinSokalSneath1S_row
BINARY SOKAL & SNEATH 1 SIMILARITY COEFFICIENT http://crrm.univ-mrs.fr/commercial/software/dataview/appendix.html similarity [0, 1] (Sokal & Sneath 1963) Usage: for binary data. |
class |
BinSokalSneath2S_row
BINARY SOKAL & SNEATH 2 SIMILARITY COEFFICIENT http://crrm.univ-mrs.fr/commercial/software/dataview/appendix.html similarity [0, 1] (Sokal & Sneath 1963) Usage: for binary data. |
class |
BinSokalSneath3S_row
BINARY SOKAL & SNEATH 3 SIMILARITY COEFFICIENT http://crrm.univ-mrs.fr/commercial/software/dataview/appendix.html similarity [0, inf] Usage: for binary data. |
class |
BinSokalSneath4S_row
BINARY SOKAL & SNEATH 4 SIMILARITY COEFFICIENT http://crrm.univ-mrs.fr/commercial/software/dataview/appendix.html similarity [0, 1] Usage: for binary data. |
class |
BinSokalSneath5S_row
BINARY SOKAL & SNEATH 5 SIMILARITY COEFFICIENT http://crrm.univ-mrs.fr/commercial/software/dataview/appendix.html similarity [0, 1] Usage: for binary data. |
class |
BinSqEuclidD_row
BINARY SQUARED EUCLIDEAN DISTANCE http://149.170.199.144/multivar/dist.htm |
class |
BinVarianceD_row
BINARY VARIANCE http://149.170.199.144/multivar/dist.htm http://crrm.univ-mrs.fr/commercial/software/dataview/appendix.html similarity [0, 1] |
class |
BrayCurtisD_row
BRAY-CURTIS DISTANCE http://www.biology.ualberta.ca/jbrzusto/cluster.html#DistanceMeasures |
class |
CanberraD_row
CANBERRA METRIC Algorithm taken from (distance.c): http://geochange.er.usgs.gov/pub/tools/analog/archives/analog.tar.Z |
class |
CircleProductS_row
CIRCLE PRODUCT SIMILARITY COEFFICIENT Marquardt, W.H. |
class |
CircleProductT_row
CIRCLE PRODUCT SIMILARITY TRANSFORMATION Marquardt, W.H. |
class |
CosineD_row
COSINE DISTANCE MEASURE Originally written by P. |
class |
CzekanowskiS_row
CZEKANOWSKI SIMILARITY http://ag.arizona.edu/classes/rnr555/lecnotes/10.html |
class |
DiceS_row
DICE SIMILARITY COEFFICIENT |
class |
EuclidD_row
EUCLIDEAN DISTANCE |
class |
GoodmanKruskalGammaS_row
GOODMAN-KRUSKAL GAMMA MEASURE OF ASSOCIATION http://www.psych.cornell.edu/Darlington/crosstab/table5.htm Similarity [-1, 1]. |
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InclusionS_row
INCLUSION SIMILARITY COEFFICIENT http://crrm.univ-mrs.fr/commercial/software/dataview/appendix.html Usage: for binary data. |
class |
JaccardS_row
JACCARD SIMILARITY COEFFICIENT (e.g., Jaccard 1912, The distribution of the flora of the alpine zone, New Phytologist 11:37-50); Sokal Sneath 1963:133; |
class |
KendallTauS_row
KENDALL TAU RANK CORRELATION COEFFICIENT http://www.psych.cornell.edu/Darlington/crosstab/table5.htm Similarity [-1, 1]. |
class |
Kulczynski1S_row
KULCZYNSKI 1 SIMILARITY COEFFICIENT http://crrm.univ-mrs.fr/commercial/software/dataview/appendix.html (Kulczynski 1928) similarity [0, inf] Usage: for binary data. |
class |
Kulczynski2S_row
KULCZYNSKI 2 SIMILARITY COEFFICIENT http://crrm.univ-mrs.fr/commercial/software/dataview/appendix.html (Sokal Sneath 1963) similarity [0,1] Usage: for binary data. |
class |
LanceWilliamsD_row
LANCE & WILLIAMS DISTANCE http://149.170.199.144/multivar/dist.htm Range of 0 to 1. |
class |
ManhattanD_row
MANHATTAN DISTANCE Manhattan distance = city block metric |
class |
MatchingS_row
SIMPLE MATCHING SIMILARITY COEFFICIENT |
class |
MeanCensoredEuclidD_row
MEAN CENSORED EUCLIDEAN DISTANCE |
class |
MeanEuclidD_row
MEAN EUCLIDEAN DISTANCE |
class |
MinkowskiD_row
MINKOWSKI DISTANCE http://disney.ctr.columbia.edu/jrsthesis/node66.html#SECTION00731000000000000000 |
class |
MinkowskiInfiniteD_row
MINKOWSKI INFINITE ORDER DISTANCE |
class |
OtsukaS_row
OTSUKA SIMILARITY COEFFICIENT |
class |
PairwiseRankComparisonT_row
PAIRWISE RANK COMPARISON TRANSFORMATION Marquardt, W.H. |
class |
PearsonCorrS_row
PEARSON CORRELATION COEFFICIENT http://stat.tamu.edu/stat30x/notes/node39.html similarity [-1, 1] Usage: for interval & count(?) data. |
class |
RobinsonS_row
ROBINSON SIMILARITY COEFFICIENT - ("INDEX OF AGREEMENT") Marquardt, W.H. |
class |
ScaledTaxonomicS_row
SCALED TAXONOMIC SIMILARITY COEFFICIENT Marquardt, W.H. |
class |
SimpleMatchingS_row
SIMPLE MATCHING SIMILARITY COEFFICIENT http://www.biology.ualberta.ca/jbrzusto/cluster.html#DistanceMeasures |
class |
SimpsonS_row
SIMPSON SIMILARITY COEFFICIENT |
class |
SimRatioS_row
SIMILARITY RATIO http://ag.arizona.edu/classes/rnr555/lecnotes/10.html For presence-absence data, SR reduces to the Jaccard index. |
class |
SoerensenS_row
SOERENSEN SIMILARITY COEFFICIENT |
class |
SpearmanRhoS_row
SPEARMAN RHO RANK CORRELATION COEFFICIENT http://www.psych.cornell.edu/Darlington/crosstab/table5.htm similarity [-1, 1]. |
class |
TaxonomicD_row
TAXONOMIC DISTANCE |
class |
YuleQS_row
YULE'S Q SIMILARITY http://149.170.199.144/multivar/dist.htm http://crrm.univ-mrs.fr/commercial/software/dataview/appendix.html This index is a function of the cross-ratio for a 2x2 table and is independent of the marginal totals. |
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