RSDA: R to Symbolic Data Analysis

Symbolic Data Analysis (SDA) was proposed by professor Edwin Diday in 1987, the main purpose of SDA is to substitute the set of rows (cases) in the data table for a concept (second order statistical unit). This package implements, to the symbolic case, certain techniques of automatic classification, as well as some linear models.

AuthorOldemar Rodriguez R. with contributions from Olger Calderon, Roberto Zuniga and Jorge Arce
Date of publication2015-11-04 01:10:28
MaintainerOldemar Rodriguez <oldemar.rodriguez@ucr.ac.cr>
LicenseGPL (>= 2)
Version1.3
http://www.oldemarrodriguez.com

View on CRAN

Man pages

abalone: SODAS XML data file.

Cardiological: Cardiological data example

centers.interval: Compute centers of the interval

cfa.scatterplot: CFA Symbolic Scatter Plot

classic.to.sym: Generate a symbolic data table

deter.coefficient: Compute the determination cosfficient

display.sym.table: display.sym.table

dist.vect: Compute a distance vector

dist.vect.matrix: Compute the distance vector matrix

ex1_db2so: Data example to generate symbolic objets

example1: Data Example 1

example2: Data Example 2

example3: Data Example 3

example4: Data Example 4

example5: Data Example 5

example6: Data Example 7

example7: Data Example 7

ex_cfa1: Correspondence Analysis Example

ex_cfa2: Correspondence Analysis Example

facedata: Face Data Example

generate.sym.table: Generate a Symbolic Data Table

interscal: Interscal Method

interval.dist: Interval Distance Matrix

interval.dist.tobj: Symbolic Objects Distance

int_prost_test: Linear regression model data example

int_prost_train: Linear regression model data example

lynne1: Symbolic interval data example

lynne2: Symbolic interval data example

neighbors.vertex: Compute neighbors vertex

norm.vect: Compute the norm of a vector

oils: Ichino Oils example data

predictsym.glm: Predict method to Lasso, Ridge and and Elastic Net Linear...

predictsym.lm: Predict method to CM and CRM Linear regression model

R2.L: Lower boundary correlation coefficient.

R2.U: Upper boundary correlation coefficient.

read.sym.table: Read a Symbolic Table

RMSE.L: Lower boundary root-mean-square error

RMSE.U: Upper boundary root-mean-square error

RSDA-package: R to Symbolic Data Analysis

SDS.to.RSDA: SDS SODAS files to RSDA files.

SODAS.to.RSDA: XML SODAS files to RSDA files.

StudentsGrades: Data Example

sym.cfa: Symbolic correspondence analysis

sym.circle.plot: Symbolic Circle of Correlations

sym.cor: Symbolic Correlation

sym.cov: Symbolic Covariance

sym.glm: Lasso, Ridge and and Elastic Net Linear regression model to...

sym.hclust: Symbolic Hierarchical Clustering

sym.histogram.pca: Histogram Principal Components Analysis

sym.interval.pc: Compute a symbolic interval principal components curves

sym.interval.pca: Interval Principal Components Analysis

sym.interval.pc.limits: Symbolic interval principal curves limits

sym.kmeans: Symbolic k-Means

sym.lm: CM and CRM Linear regression model

sym.lm.bi: Symbolic Linear Regression for two variables

sym.mds: Symbolic Multidemensional Scaling

sym.mean: Symbolic Mean

sym.median: Symbolic Median

sym.obj: Symbolic Object

sym.scatterplot: Symbolic Scatter Plot

sym.scatterplot3d: Symbolic Scatter Plot 3D

sym.scatterplot.ggplot: Symbolic Scatter GGPlot

sym.sd: Symbolic Standard Desviation

sym.var: Symbolic Variable (Feature)

sym.variance: Symbolic Variance

USCrime: Us crime classic data table

uscrime_int: Us crime interval data table

variance.princ.curve: Variance of the principal curve

vertex.interval: Vertex of the intervals

VeterinaryData: Symbolic interval data example

write.sym.table: Write Symbolic Data Table

Files in this package

RSDA
RSDA/NAMESPACE
RSDA/data
RSDA/data/USCrime.rda
RSDA/data/oils.rda
RSDA/data/abalone.rda
RSDA/data/ex_cfa1.rda
RSDA/data/ex_cfa2.rda
RSDA/data/example1.rda
RSDA/data/int_prost_train.rda
RSDA/data/example6.rda
RSDA/data/lynne2.rda
RSDA/data/Cardiological.rda
RSDA/data/example2.rda
RSDA/data/uscrime_int.rda
RSDA/data/int_prost_test.rda
RSDA/data/example7.rda
RSDA/data/VeterinaryData.rda
RSDA/data/facedata.rda
RSDA/data/example3.rda
RSDA/data/example5.rda
RSDA/data/lynne1.rda
RSDA/data/example4.rda
RSDA/data/StudentsGrades.rda
RSDA/data/ex1_db2so.rda
RSDA/R
RSDA/R/SDS.to.RSDA.R RSDA/R/vertex.interval.R RSDA/R/process.histogram.variable.R RSDA/R/sym.lm.R RSDA/R/classic.to.sym.R RSDA/R/cfa.MatrixZ.R RSDA/R/interval.dist.tobj.R RSDA/R/R2.U.R RSDA/R/process.interval.variable.R RSDA/R/sym.glm.R RSDA/R/sym.sd.R RSDA/R/display.sym.table.R RSDA/R/variance.princ.curve.R RSDA/R/dist.vect.R RSDA/R/process.inter.cont.variable.R RSDA/R/cfa.scatterplot.R RSDA/R/process.mult.nominal.variable.R RSDA/R/deter.coefficient.R RSDA/R/plotX.slice.R RSDA/R/sym.cfa.R RSDA/R/newSobject.R RSDA/R/process.continue.variable.R RSDA/R/sym.mean.R RSDA/R/process.continuum.variable.R RSDA/R/neighbors.vertex.R RSDA/R/process.mult.nominal.modif.variable.R RSDA/R/RMSE.U.R RSDA/R/interscal.B.R RSDA/R/predictsym.lm.R RSDA/R/sym.median.R RSDA/R/RMSE.L.R RSDA/R/sym.interval.pc.R RSDA/R/read.sym.table.R RSDA/R/process.nominal.variable.R RSDA/R/sym.interval.pc.limits.R RSDA/R/write.sym.table.R RSDA/R/sym.cor.R RSDA/R/sym.circle.plot.R RSDA/R/sym.var.R RSDA/R/norm.vect.R RSDA/R/R2.L.R RSDA/R/interval.dist.R RSDA/R/cfa.totals.R RSDA/R/sym.variance.R RSDA/R/rightarrow.matrix.R RSDA/R/cfa.CVPRealz.R RSDA/R/sym.lm.bi.R RSDA/R/process.set.variable.R RSDA/R/dist.vect.matrix.R RSDA/R/sym.obj.R RSDA/R/predictsym.glm.R RSDA/R/sym.hclust.R RSDA/R/SODAS.to.RSDA.R RSDA/R/sym.mds.R RSDA/R/sym.cov.R RSDA/R/sym.scatterplot.R RSDA/R/sym.scatterplot3d.R RSDA/R/sym.scatterplot.ggplot.R RSDA/R/centers.interval.R RSDA/R/generate.sym.table.R RSDA/R/sym.kmeans.R RSDA/R/cfa.Czz.R RSDA/R/cfa.minmax.R RSDA/R/interscal.delta.R RSDA/R/sym.histogram.pca.R RSDA/R/downarrow.matrix.R RSDA/R/interscal.R RSDA/R/sym.normalize.R RSDA/R/sym.interval.pca.R
RSDA/MD5
RSDA/DESCRIPTION
RSDA/man
RSDA/man/R2.L.Rd RSDA/man/sym.interval.pca.Rd RSDA/man/sym.scatterplot.Rd RSDA/man/example2.Rd RSDA/man/example7.Rd RSDA/man/sym.interval.pc.limits.Rd RSDA/man/predictsym.glm.Rd RSDA/man/oils.Rd RSDA/man/example3.Rd RSDA/man/sym.glm.Rd RSDA/man/cfa.scatterplot.Rd RSDA/man/dist.vect.matrix.Rd RSDA/man/sym.lm.Rd RSDA/man/norm.vect.Rd RSDA/man/sym.scatterplot3d.Rd RSDA/man/sym.mean.Rd RSDA/man/vertex.interval.Rd RSDA/man/USCrime.Rd RSDA/man/sym.obj.Rd RSDA/man/deter.coefficient.Rd RSDA/man/read.sym.table.Rd RSDA/man/uscrime_int.Rd RSDA/man/RSDA-package.Rd RSDA/man/sym.var.Rd RSDA/man/interval.dist.Rd RSDA/man/SDS.to.RSDA.Rd RSDA/man/sym.scatterplot.ggplot.Rd RSDA/man/sym.lm.bi.Rd RSDA/man/lynne2.Rd RSDA/man/ex_cfa2.Rd RSDA/man/example1.Rd RSDA/man/sym.interval.pc.Rd RSDA/man/interscal.Rd RSDA/man/StudentsGrades.Rd RSDA/man/neighbors.vertex.Rd RSDA/man/RMSE.U.Rd RSDA/man/int_prost_test.Rd RSDA/man/sym.cfa.Rd RSDA/man/facedata.Rd RSDA/man/sym.cor.Rd RSDA/man/VeterinaryData.Rd RSDA/man/dist.vect.Rd RSDA/man/sym.histogram.pca.Rd RSDA/man/sym.mds.Rd RSDA/man/Cardiological.Rd RSDA/man/centers.interval.Rd RSDA/man/sym.sd.Rd RSDA/man/lynne1.Rd RSDA/man/display.sym.table.Rd RSDA/man/SODAS.to.RSDA.Rd RSDA/man/generate.sym.table.Rd RSDA/man/sym.median.Rd RSDA/man/example5.Rd RSDA/man/predictsym.lm.Rd RSDA/man/sym.kmeans.Rd RSDA/man/sym.cov.Rd RSDA/man/interval.dist.tobj.Rd RSDA/man/sym.variance.Rd RSDA/man/sym.hclust.Rd RSDA/man/abalone.Rd RSDA/man/ex_cfa1.Rd RSDA/man/classic.to.sym.Rd RSDA/man/int_prost_train.Rd RSDA/man/example4.Rd RSDA/man/write.sym.table.Rd RSDA/man/RMSE.L.Rd RSDA/man/sym.circle.plot.Rd RSDA/man/example6.Rd RSDA/man/ex1_db2so.Rd RSDA/man/R2.U.Rd RSDA/man/variance.princ.curve.Rd

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