clusterSim: Searching for Optimal Clustering Procedure for a Data Set

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Distance measures (GDM1, GDM2, Sokal-Michener, Bray-Curtis, for symbolic interval-valued data), cluster quality indices (Calinski-Harabasz, Baker-Hubert, Hubert-Levine, Silhouette, Krzanowski-Lai, Hartigan, Gap, Davies-Bouldin), data normalization formulas, data generation (typical and non-typical data), HINoV method, replication analysis, linear ordering methods, spectral clustering, agreement indices between two partitions, plot functions (for categorial and symbolic interval-valued data).

Author
Marek Walesiak <marek.walesiak@ue.wroc.pl> Andrzej Dudek <andrzej.dudek@ue.wroc.pl>
Date of publication
2016-11-01 16:48:56
Maintainer
Andrzej Dudek <andrzej.dudek@ue.wroc.pl>
License
GPL (>= 2)
Version
0.45-1
URLs

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Files in this package

clusterSim
clusterSim/inst
clusterSim/inst/pdf
clusterSim/inst/pdf/distSM_details.pdf
clusterSim/inst/pdf/IndexGap_details.pdf
clusterSim/inst/pdf/replicationMod_details.pdf
clusterSim/inst/pdf/indexH_details.pdf
clusterSim/inst/pdf/indexS_details.pdf
clusterSim/inst/pdf/indexG3_details.pdf
clusterSim/inst/pdf/HINoVSymbolic_details.pdf
clusterSim/inst/pdf/distBC_details.pdf
clusterSim/inst/pdf/clusterGen_details.pdf
clusterSim/inst/pdf/indexDB_details.pdf
clusterSim/inst/pdf/HINoVMod_details.pdf
clusterSim/inst/pdf/indexG2_details.pdf
clusterSim/inst/pdf/distSymbolic_details.pdf
clusterSim/inst/pdf/patternGDM1_details.pdf
clusterSim/inst/pdf/clusterSim_details.pdf
clusterSim/inst/pdf/distGDM_details.pdf
clusterSim/inst/pdf/dataNormalization_details.pdf
clusterSim/inst/pdf/indexG1_details.pdf
clusterSim/inst/pdf/patternGDM2_details.pdf
clusterSim/inst/pdf/speccl_details.pdf
clusterSim/inst/pdf/indexKL_details.pdf
clusterSim/inst/pdf/comparingPartitions_details.pdf
clusterSim/inst/csv
clusterSim/inst/csv/symbolic.csv
clusterSim/inst/doc
clusterSim/inst/doc/distSM_details.pdf
clusterSim/inst/doc/IndexGap_details.pdf
clusterSim/inst/doc/replicationMod_details.pdf
clusterSim/inst/doc/indexH_details.pdf
clusterSim/inst/doc/indexS_details.pdf
clusterSim/inst/doc/ordinalToMetric_details.pdf
clusterSim/inst/doc/indexG3_details.pdf
clusterSim/inst/doc/HINoVSymbolic_details.pdf
clusterSim/inst/doc/distBC_details.pdf
clusterSim/inst/doc/clusterGen_details.pdf
clusterSim/inst/doc/indexDB_details.pdf
clusterSim/inst/doc/HINoVMod_details.pdf
clusterSim/inst/doc/indexG2_details.pdf
clusterSim/inst/doc/distSymbolic_details.pdf
clusterSim/inst/doc/patternGDM1_details.pdf
clusterSim/inst/doc/clusterSim_details.pdf
clusterSim/inst/doc/distGDM_details.pdf
clusterSim/inst/doc/dataNormalization_details.pdf
clusterSim/inst/doc/indexG1_details.pdf
clusterSim/inst/doc/patternGDM2_details.pdf
clusterSim/inst/doc/speccl_details.pdf
clusterSim/inst/doc/indexKL_details.pdf
clusterSim/inst/doc/comparingPartitions_details.pdf
clusterSim/tests
clusterSim/tests/testthat.R
clusterSim/tests/testthat
clusterSim/tests/testthat/test_db.R
clusterSim/tests/testthat/test_comparing.R
clusterSim/src
clusterSim/src/clusterSim.h
clusterSim/src/clusterSim.cpp
clusterSim/NAMESPACE
clusterSim/data
clusterSim/data/data_patternGDM1.rda
clusterSim/data/data_symbolic.rda
clusterSim/data/data_patternGDM2.rda
clusterSim/data/data_ordinal.rda
clusterSim/data/data_mixed.rda
clusterSim/data/data_binary.rda
clusterSim/data/data_ratio.rda
clusterSim/data/data_interval.rda
clusterSim/data/data_nominal.rda
clusterSim/R
clusterSim/R/Last.Lib.r
clusterSim/R/HINoV.Symbolic.r
clusterSim/R/index.KL.r
clusterSim/R/index.G2.r
clusterSim/R/index.G1.r
clusterSim/R/index.G1d.r
clusterSim/R/dist.SM.r
clusterSim/R/ordinalToMetric.r
clusterSim/R/data.Normalization.r
clusterSim/R/pattern.GDM2.r
clusterSim/R/replication.Mod.r
clusterSim/R/dist.GDM.r
clusterSim/R/First.Lib.r
clusterSim/R/cluster.Gen.r
clusterSim/R/index.G3.r
clusterSim/R/cluster.Description.r
clusterSim/R/index.DB.r
clusterSim/R/HINoV.Mod.r
clusterSim/R/index.GAP.r
clusterSim/R/reszta.r
clusterSim/R/pattern.GDM1.r
clusterSim/R/comparing.Partitions.r
clusterSim/R/index.H.r
clusterSim/R/speccl.r
clusterSim/R/dist.BC.r
clusterSim/R/index.S.r
clusterSim/R/dist.Symbolic.r
clusterSim/R/shapes.r
clusterSim/R/cluster.Sim.r
clusterSim/MD5
clusterSim/DESCRIPTION
clusterSim/man
clusterSim/man/index.G3.rd
clusterSim/man/HINoV.Symbolic.rd
clusterSim/man/comparing.Partitions.rd
clusterSim/man/data_ratio.rd
clusterSim/man/cluster.Gen.rd
clusterSim/man/shapes.circles2.rd
clusterSim/man/plotCategorial3d.rd
clusterSim/man/cluster.Sim.rd
clusterSim/man/ordinalToMetric.rd
clusterSim/man/data_interval.rd
clusterSim/man/plotCategorial.rd
clusterSim/man/data_mixed.rd
clusterSim/man/index.S.rd
clusterSim/man/data_patternGDM2.rd
clusterSim/man/index.G2.rd
clusterSim/man/replication.Mod.rd
clusterSim/man/data_patternGDM1.rd
clusterSim/man/HINoV.Mod.rd
clusterSim/man/index.G1.rd
clusterSim/man/data_binary.rd
clusterSim/man/dist.BC.rd
clusterSim/man/index.GAP.rd
clusterSim/man/shapes.circles3.rd
clusterSim/man/index.H.rd
clusterSim/man/cluster.Description.rd
clusterSim/man/dist.SM.rd
clusterSim/man/shapes.blocks3d.rd
clusterSim/man/shapes.worms.rd
clusterSim/man/pattern.GDM1.rd
clusterSim/man/data_symbolic.rd
clusterSim/man/initial.Centers.rd
clusterSim/man/index.DB.rd
clusterSim/man/data_ordinal.rd
clusterSim/man/index.KL.rd
clusterSim/man/pattern.GDM2.rd
clusterSim/man/dist.GDM.rd
clusterSim/man/data_nominal.rd
clusterSim/man/plotInterval.rd
clusterSim/man/speccl.rd
clusterSim/man/shapes.two.moon.rd
clusterSim/man/dist.Symbolic.rd
clusterSim/man/data.Normalization.rd
clusterSim/INDEX