R to Symbolic Data Analysis


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Documentation for package ‘RSDA’ version 1.3

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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 regression model to interval variables
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 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 interval variables
sym.hclust Symbolic Hierarchical Clustering
sym.histogram.pca Histogram Principal Components Analysis
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.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.scatterplot.ggplot Symbolic Scatter GGPlot
sym.scatterplot3d Symbolic Scatter Plot 3D
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