Uses of Class
moj.similarity.SimilarityMeasure

Packages that use SimilarityMeasure
moj.similarity.measures   
 

Uses of SimilarityMeasure in moj.similarity.measures
 

Subclasses of SimilarityMeasure in moj.similarity.measures
 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.
 class 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.
 class 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.
 class 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].
 class 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.