R to Symbolic Data Analysis

Documentation for package ‘RSDA’ version 3.2.1

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A C D E F G H I L M N O P Q R S U V W misc

-- A --

abalone	SODAS XML data file.
as.data.frame.symbolic_histogram	a data.frame
as.data.frame.symbolic_interval	convertir a data.frame
as.data.frame.symbolic_modal	Extract values
as.data.frame.symbolic_set	convertir a data.frame

-- C --

calc.burt.sym	Burt Matrix
calculate.quantils.RSDA	quantiles.RSDA
Cardiological	Cardiological data example
cardiologicalv2	Cardiological data example
centers.interval	Compute centers of the interval
classic.to.sym	Generate a symbolic data frame
cor	Generic function for the correlation
cor.default	Generic function for the correlation
cor.symbolic_interval	Generic function for the correlation
cor.symbolic_tbl	Generic function for the correlation
cov	Generic function for the covariance
cov.default	Generic function for the covariance
cov.symbolic_interval	Generic function for the covariance
cov.symbolic_tbl	Generic function for the covariance

-- D --

deter.coefficient	Compute the determination cosfficient
dist.vect	Compute a distance vector
dist.vect.matrix	Compute the distance vector matrix

-- E --

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 6
example7	Data Example 7
ex_cfa1	Correspondence Analysis Example
ex_cfa2	Correspondence Analysis Example
ex_mcfa1	Multiple Correspondence Analysis Example
ex_mcfa2	Multiple Correspondence Analysis Example

-- F --

facedata	Face Data Example
format.symbolic_histogram	Symbolic modal conversion functions to and from Character
format.symbolic_interval	Symbolic interval conversion functions to and from Character
format.symbolic_modal	Symbolic modal conversion functions to and from Character
format.symbolic_set	Symbolic set conversion functions to and from Character

-- G --

get.limits.PCA	Projections onto PCA
get.limits.PCA.indivduals	Projections onto PCA
get_cats	Extract categories
get_props	Extract prop

-- H --

hardwoodBrito	Hard Wood Data Example
HistRSDAToEcdf	HistRSDAToEcdf

-- I --

interval.centers	calcula centros
interval.histogram.plot	Histogram plot for an interval variable
interval.large	Calculate the large of each interval
interval.length	Lenght for interval
interval.max	calcula maximos
interval.min	calcula minimos
interval.ranges	calcula rangos
int_prost_test	Linear regression model data example.
int_prost_train	Linear regression model data example.
is.sym.histogram	Symbolic histogram
is.sym.interval	Symbolic interval
is.sym.modal	Symbolic modal
is.sym.set	Symbolic set

-- L --

lynne1

Symbolic interval data example.

-- M --

max.symbolic_interval	Maxima and Minima
mcfa.scatterplot	Plot Interval Scatterplot
mean.symbolic_interval	Symbolic mean for intervals
mean.symbolic_tbl	Symbolic mean for intervals
median.symbolic_interval	Symbolic Median
median.symbolic_tbl	Symbolic Median
method_summary	Summary method to CM and CRM regression model
min.symbolic_interval	Maxima and Minima

-- N --

neighbors.vertex	Compute neighbors vertex
norm.vect	Compute the norm of a vector.

-- O --

oils	Ichino Oils example data.
olils	Ichino Oils example data.

-- P --

pca.supplementary.vertex.fun.j.new	Calculate the distance
Percentil.Arrow.plot	Percentil.Arrow.plot
plot.symbolic_tbl	Function for plotting a symbolic object
plot.sym_umap	Plot UMAP for symbolic data tables

-- Q --

quantiles.RSDA	quantiles.RSDA
quantiles.RSDA.KS	quantiles.RSDA.KS

-- R --

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	R to Symbolic Data Analysis

-- S --

sd	Generic function for the standard desviation
sd.default	Generic function for the standard desviation
sd.symbolic_interval	Generic function for the standard desviation
sd.symbolic_tbl	Generic function for the standard desviation
SDS.to.RSDA	SDS SODAS files to RSDA files.
SODAS.to.RSDA	XML SODAS files to RSDA files.
stand.data	Standardized Intervals
sym.all.quantiles.mesh3D.plot	sym.all.quantiles.mesh3D.plot
sym.all.quantiles.plot	sym.all.quantiles.plot
sym.circle.plot	Symbolic Circle of Correlations
sym.dist.interval	Distance for Symbolic Interval Variables.
sym.gbm	Generalized Boosted Symbolic Regression
sym.glm	Lasso, Ridge and and Elastic Net Linear regression model to interval variables
sym.histogram	Create an symbolic_histogram type object
sym.histogram.pca	sym.histogram.pca
sym.interval	Create an symbolic_interval type object
sym.interval.pc	Compute a symbolic interval principal components curves
sym.interval.pc.limits	Symbolic interval principal curves limits
sym.interval.pca	Interval Principal Components Analysis.
sym.kmeans	Symbolic k-Means
sym.knn	Symbolic k-Nearest Neighbor Regression
sym.lm	CM and CRM Linear regression model.
sym.mcfa	sym.mcfa
sym.modal	Create an symbolic_modal type object
sym.nnet	Symbolic neural networks regression
sym.pca	Interval Principal Components Analysis.
Sym.PCA.Hist.PCA.k.plot	Sym.PCA.Hist.PCA.k.plot
sym.pca.symbolic_tbl	Interval Principal Components Analysis.
sym.predict	Predict method to CM and CRM regression model
sym.predict.symbolic_gbm_cm	Predict model_gbm_cm model
sym.predict.symbolic_gbm_crm	Predict model_gbm_crm model
sym.predict.symbolic_glm_cm	Predict method to CM and CRM regression model
sym.predict.symbolic_glm_crm	Predict method to CM and CRM regression model
sym.predict.symbolic_knn_cm	Predict model_knn_cm model
sym.predict.symbolic_knn_crm	Predict model_knn_crm model
sym.predict.symbolic_lm_cm	Predict method to CM and CRM regression model
sym.predict.symbolic_lm_crm	Predict method to CM and CRM regression model
sym.predict.symbolic_nnet_cm	Predict nnet_cm model
sym.predict.symbolic_nnet_crm	Predict nnet_crm model
sym.predict.symbolic_rf_cm	Predict rf_cm model
sym.predict.symbolic_rf_crm	Predict rf_crm model
sym.predict.symbolic_rt_cm	Predict rt_cm model
sym.predict.symbolic_rt_crm	Predict rt_crm model
sym.predict.symbolic_svm_cm	Predict model_svm_cm model
sym.predict.symbolic_svm_crm	Predict model_svm_crm model
sym.quantiles.PCA.plot	sym.quantiles.PCA.plot
sym.rf	Symbolic Regression with Random Forest
sym.rt	Symbolic Regression Trees
sym.scatterplot	Symbolic Scatter Plot
sym.set	Create an symbolic_set type object
sym.svm	Symbolic Support Vector Machines Regression
sym.umap	UMAP for Symbolic Data
sym.umap.symbolic_tbl	UMAP for Symbolic Data
sym.var	Symbolic Variable

-- U --

USCrime	Us crime classic data table
uscrime_int	Us crime interval data table.
uscrime_intv2	Us crime interval data table.

-- V --

var	Symbolic Variance
var.default	Symbolic Variance
var.symbolic_interval	Symbolic Variance
var.symbolic_tbl	Symbolic Variance
variance.princ.curve	Variance of the principal curve
vertex.interval	Vertex of the intervals
VeterinaryData	Symbolic interval data example

-- W --

weighted.center.Hist.RSDA	weighted.center.Hist.RSDA
write.sym.table	Write Symbolic Data Table

-- misc --

$.symbolic_histogram	$ operator for histograms
$.symbolic_interval	Maxima and Minima
$.symbolic_modal	$ operator for modals
$.symbolic_set	$ operator for set