R Under development (unstable) (2025-06-25 r88360 ucrt) -- "Unsuffered Consequences" Copyright (C) 2025 The R Foundation for Statistical Computing Platform: x86_64-w64-mingw32/x64 R is free software and comes with ABSOLUTELY NO WARRANTY. You are welcome to redistribute it under certain conditions. Type 'license()' or 'licence()' for distribution details. R is a collaborative project with many contributors. Type 'contributors()' for more information and 'citation()' on how to cite R or R packages in publications. Type 'demo()' for some demos, 'help()' for on-line help, or 'help.start()' for an HTML browser interface to help. Type 'q()' to quit R. > require(symbolicDA) Loading required package: symbolicDA Loading required package: clusterSim Loading required package: cluster Loading required package: MASS Loading required package: XML > data("cars",package="symbolicDA") > set.seed(123) > w<-replication.SDA(cars, u=3, method="SClust", S=10) > print(w) $A [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13] [1,] 15 19 14 3 10 18 22 11 5 20 28 24 9 [2,] 26 7 10 9 19 4 14 17 11 29 12 15 28 [3,] 9 30 10 23 21 7 26 6 2 5 8 12 13 [4,] 27 25 6 21 15 9 26 16 20 28 11 8 7 [5,] 22 18 17 2 4 13 5 30 19 20 14 3 8 [6,] 12 25 14 3 28 7 27 23 22 15 5 8 10 [7,] 2 10 22 12 20 14 17 25 28 3 8 23 15 [8,] 11 7 15 23 26 6 14 29 10 5 25 16 30 [9,] 14 28 19 25 7 22 9 26 2 16 13 29 15 [10,] 1 8 20 25 16 24 22 11 26 28 29 3 4 [,14] [,15] [1,] 27 8 [2,] 13 21 [3,] 1 29 [4,] 23 1 [5,] 16 21 [6,] 18 30 [7,] 24 7 [8,] 4 12 [9,] 23 4 [10,] 12 6 $B [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13] [1,] 1 2 4 6 7 12 13 16 17 21 23 25 26 [2,] 1 2 3 5 6 8 16 18 20 22 23 24 25 [3,] 3 4 11 14 15 16 17 18 19 20 22 24 25 [4,] 2 3 4 5 10 12 13 14 17 18 19 22 24 [5,] 1 6 7 9 10 11 12 15 23 24 25 26 27 [6,] 1 2 4 6 9 11 13 16 17 19 20 21 24 [7,] 1 4 5 6 9 11 13 16 18 19 21 26 27 [8,] 1 2 3 8 9 13 17 18 19 20 21 22 24 [9,] 1 3 5 6 8 10 11 12 17 18 20 21 24 [10,] 2 5 7 9 10 13 14 15 17 18 19 21 23 [,14] [,15] [1,] 29 30 [2,] 27 30 [3,] 27 28 [4,] 29 30 [5,] 28 29 [6,] 26 29 [7,] 29 30 [8,] 27 28 [9,] 27 30 [10,] 27 30 $medoids [,1] [,2] [,3] [1,] 13 2 3 [2,] 10 5 3 [3,] 15 2 8 [4,] 6 2 3 [5,] 7 9 10 [6,] 10 2 3 [7,] 15 2 4 [8,] 1 2 12 [9,] 5 2 7 [10,] 7 2 3 $clusteringA [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13] [1,] 1 2 3 1 1 3 1 1 1 1 2 2 1 [2,] 1 2 3 1 2 1 2 1 1 1 1 1 2 [3,] 1 2 2 2 1 3 2 3 3 2 1 1 3 [4,] 3 2 3 1 1 1 1 1 1 3 1 1 2 [5,] 1 2 1 2 3 1 1 1 2 3 2 3 3 [6,] 1 2 3 1 3 2 2 1 1 1 1 1 2 [7,] 1 2 3 3 3 1 3 2 1 3 3 3 3 [8,] 1 2 3 3 3 2 2 3 3 3 2 3 3 [9,] 1 2 1 1 1 3 3 3 1 3 1 3 3 [10,] 1 2 3 1 1 1 1 3 1 1 2 3 3 [,14] [,15] [1,] 2 1 [2,] 3 1 [3,] 1 1 [4,] 1 1 [5,] 1 3 [6,] 3 1 [7,] 1 1 [8,] 1 3 [9,] 3 3 [10,] 1 1 $clusteringB [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13] [1,] 1 2 3 2 2 1 2 1 1 3 1 2 1 [2,] 1 2 3 1 2 3 1 2 3 1 1 2 2 [3,] 3 3 3 2 1 1 1 2 2 3 1 2 2 [4,] 1 2 2 3 3 3 1 1 3 1 1 3 1 [5,] 1 2 3 1 2 1 1 1 1 2 2 1 2 [6,] 1 2 3 2 1 3 2 1 1 2 3 3 2 [7,] 2 2 1 3 1 2 3 1 3 3 2 1 3 [8,] 1 2 3 3 1 2 1 2 2 3 3 1 2 [9,] 1 2 1 3 2 1 2 1 1 3 2 2 3 [10,] 1 2 3 2 1 1 3 2 2 3 3 2 2 [,14] [,15] [1,] 3 1 [2,] 2 1 [3,] 2 2 [4,] 2 3 [5,] 3 1 [6,] 1 1 [7,] 2 1 [8,] 2 2 [9,] 3 1 [10,] 1 2 $clusteringBB [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13] [1,] 1 2 1 2 2 1 2 1 1 1 1 2 1 [2,] 1 2 1 3 3 1 1 2 1 1 1 2 3 [3,] 1 1 1 3 1 2 1 3 3 1 2 3 3 [4,] 3 1 1 1 2 1 3 3 1 3 3 1 3 [5,] 1 1 2 3 1 3 3 1 1 2 2 3 1 [6,] 1 2 1 2 1 1 2 1 1 3 1 1 2 [7,] 3 3 2 1 3 3 2 3 1 1 3 3 2 [8,] 3 2 1 1 3 2 3 2 2 1 1 3 2 [9,] 3 3 3 1 3 3 3 3 3 1 3 3 1 [10,] 1 1 1 1 1 1 1 1 1 1 1 2 1 [,14] [,15] [1,] 1 1 [2,] 3 3 [3,] 3 3 [4,] 1 1 [5,] 2 3 [6,] 1 1 [7,] 3 2 [8,] 2 2 [9,] 1 3 [10,] 1 1 $cRand [1] 0.4651108 > > proc.time() user system elapsed 89.42 3.07 92.57