library("stablelearner")
library("partykit")
res <- ctree(Species ~ ., data = iris)
stab <- stability(res)
similarity_values(stab), , Total variation distance (reversed)
[,1]
[1,] 0.9819373
[2,] 0.9315476
[3,] 0.9661521
[4,] 0.9168768
[5,] 0.9812500
[6,] 0.9586575
[7,] 0.9295376
[8,] 0.9847826
[9,] 0.9436133
[10,] 0.9641414
[11,] 0.9583531
[12,] 0.9806682
[13,] 0.9127316
[14,] 0.9228459
[15,] 0.9926316
[16,] 0.8652778
[17,] 0.9845564
[18,] 0.9463241
[19,] 0.9918033
[20,] 0.8122254
[21,] 0.9643766
[22,] 0.9947939
[23,] 0.9788273
[24,] 0.9781986
[25,] 0.9396825
[26,] 0.9469010
[27,] 0.9294533
[28,] 0.9248798
[29,] 0.9924795
[30,] 0.9377311
[31,] 0.9272837
[32,] 0.8967611
[33,] 0.9735660
[34,] 0.9890968
[35,] 0.9205915
[36,] 0.9814208
[37,] 0.9586115
[38,] 0.8728233
[39,] 0.9542616
[40,] 0.9908425
[41,] 0.9530075
[42,] 0.9524854
[43,] 0.9862626
[44,] 0.9526069
[45,] 1.0000000
[46,] 0.9570084
[47,] 0.9805195
[48,] 0.9837855
[49,] 0.8750389
[50,] 0.9877723
[51,] 0.9848485
[52,] 0.8984007
[53,] 0.8530769
[54,] 0.8952753
[55,] 0.9278935
[56,] 0.9504888
[57,] 0.9848068
[58,] 0.9557166
[59,] 0.9897012
[60,] 0.8636778
[61,] 0.9526253
[62,] 0.9656629
[63,] 0.9762042
[64,] 0.9350404
[65,] 0.9917803
[66,] 0.9888829
[67,] 0.9790609
[68,] 0.9422517
[69,] 0.9899666
[70,] 0.9174844
[71,] 0.9628192
[72,] 0.9026015
[73,] 0.9456702
[74,] 0.8674696
[75,] 0.9632703
[76,] 0.9933837
[77,] 0.9488404
[78,] 0.8780682
[79,] 0.9798450
[80,] 0.9721415
[81,] 0.8288889
[82,] 0.9984063
[83,] 0.9371183
[84,] 0.9486422
[85,] 0.8548913
[86,] 0.9848219
[87,] 0.9113840
[88,] 0.9135316
[89,] 0.9538693
[90,] 0.9700549
[91,] 0.8660714
[92,] 0.9805692
[93,] 0.9425116
[94,] 0.9177922
[95,] 0.9520771
[96,] 0.9500305
[97,] 0.9841009
[98,] 0.9700439
[99,] 0.9704603
[100,] 0.9337302
[101,] 0.9658728
[102,] 0.9144877
[103,] 0.9265873
[104,] 0.9698338
[105,] 0.9007358
[106,] 0.9325912
[107,] 0.8634826
[108,] 0.9180534
[109,] 0.8447079
[110,] 0.9970821
[111,] 0.9408994
[112,] 0.9431152
[113,] 0.9419083
[114,] 0.9628157
[115,] 0.9695093
[116,] 0.8966346
[117,] 0.9836257
[118,] 0.9832867
[119,] 0.9874979
[120,] 0.9979198
[121,] 0.9510273
[122,] 0.9889116
[123,] 0.8820417
[124,] 0.9470605
[125,] 0.9546431
[126,] 0.9939976
[127,] 0.9535905
[128,] 0.9438554
[129,] 0.9282172
[130,] 0.8349949
[131,] 0.9382528
[132,] 0.9338229
[133,] 0.9912640
[134,] 0.9876038
[135,] 0.9415916
[136,] 0.9267244
[137,] 0.9740260
[138,] 0.9066153
[139,] 0.9608366
[140,] 0.8821599
[141,] 0.8927141
[142,] 0.9715952
[143,] 0.9658647
[144,] 0.9741939
[145,] 0.8701036
[146,] 0.9228571
[147,] 0.9215116
[148,] 0.8836561
[149,] 0.8858271
[150,] 0.9381753
[151,] 0.9100799
[152,] 0.8996987
[153,] 0.9023199
[154,] 0.9836408
[155,] 0.9783497
[156,] 0.9158815
[157,] 0.9931973
[158,] 0.9496528
[159,] 0.9355401
[160,] 0.9493802
[161,] 0.9899922
[162,] 0.9720122
[163,] 0.8819444
[164,] 0.9714286
[165,] 0.8529825
[166,] 0.9749298
[167,] 0.9149238
[168,] 0.9104167
[169,] 0.9545946
[170,] 0.9512039
[171,] 0.9291533
[172,] 0.9811373
[173,] 0.9940191
[174,] 0.9581371
[175,] 0.9619492
[176,] 0.9667704
[177,] 0.9503106
[178,] 0.9993593
[179,] 0.9695529
[180,] 0.8875625
[181,] 0.9423453
[182,] 0.9432596
[183,] 0.9353779
[184,] 0.9188651
[185,] 0.9254273
[186,] 0.9892589
[187,] 0.9211425
[188,] 0.9920255
[189,] 0.9309043
[190,] 0.9931350
[191,] 0.9788008
[192,] 0.9830591
[193,] 0.9922203
[194,] 0.9850840
[195,] 0.9245931
[196,] 0.9459562
[197,] 0.9510447
[198,] 0.8302894
[199,] 0.9262888
[200,] 0.9383109
[201,] 0.8961687
[202,] 0.9270028
[203,] 0.8711291
[204,] 0.9699185
[205,] 0.9781600
[206,] 0.9495076
[207,] 0.9560670
[208,] 0.8776132
[209,] 0.9435714
[210,] 0.9927536
[211,] 0.9918699
[212,] 0.9479484
[213,] 0.9982178
[214,] 0.9602273
[215,] 0.9761101
[216,] 0.8757764
[217,] 0.9639181
[218,] 0.9869413
[219,] 0.9668110
[220,] 0.9463010
[221,] 0.9603535
[222,] 0.9060429
[223,] 0.9992578
[224,] 0.9540373
[225,] 0.9713850
[226,] 0.8669508
[227,] 0.8924742
[228,] 0.9298749
[229,] 0.9239103
[230,] 0.9440093
[231,] 0.9805248
[232,] 0.9618679
[233,] 0.9224753
[234,] 0.9042023
[235,] 0.9695391
[236,] 0.9643564
[237,] 0.9120685
[238,] 0.9822485
[239,] 0.9320951
[240,] 0.8865546
[241,] 1.0000000
[242,] 0.9250286
[243,] 0.9479257
[244,] 0.9739282
[245,] 0.9001401
[246,] 0.9661570
[247,] 0.9803922
[248,] 0.9826245
[249,] 0.9440673
[250,] 0.9336671
[251,] 0.9944934
[252,] 0.9528761
[253,] 0.9684284
[254,] 0.9301062
[255,] 0.9568627
[256,] 0.9941964
[257,] 0.9245408
[258,] 0.9664456
[259,] 0.9671053
[260,] 0.9750446
[261,] 0.9369220
[262,] 0.9494790
[263,] 0.9287617
[264,] 0.8996104
[265,] 0.9288009
[266,] 0.9947090
[267,] 0.9495956
[268,] 0.9770856
[269,] 0.9080099
[270,] 0.9785177
[271,] 0.9982136
[272,] 0.9245868
[273,] 0.9862573
[274,] 0.9875702
[275,] 0.9912281
[276,] 0.9238591
[277,] 0.9552676
[278,] 1.0000000
[279,] 0.9939210
[280,] 0.9623883
[281,] 0.9457218
[282,] 0.9748977
[283,] 0.9449894
[284,] 0.9446268
[285,] 0.9034913
[286,] 0.9095931
[287,] 0.8808316
[288,] 0.9462810
[289,] 0.9907143
[290,] 0.9622015
[291,] 0.9924130
[292,] 0.9585374
[293,] 0.9173055
[294,] 0.9990198
[295,] 0.8932668
[296,] 0.9698701
[297,] 0.9571429
[298,] 0.8273810
[299,] 0.9512632
[300,] 0.9135685
[301,] 0.9510490
[302,] 0.8576441
[303,] 0.9799689
[304,] 0.9804460
[305,] 0.8827076
[306,] 0.9281895
[307,] 0.9774729
[308,] 0.9657358
[309,] 0.9859649
[310,] 0.9642636
[311,] 0.9004788
[312,] 0.9596265
[313,] 0.8974638
[314,] 0.9239805
[315,] 0.9117647
[316,] 0.9753964
[317,] 0.9336614
[318,] 0.9172648
[319,] 0.9888792
[320,] 0.9644231
[321,] 0.9583712
[322,] 0.9295918
[323,] 0.9757783
[324,] 0.9462454
[325,] 0.9285714
[326,] 0.9912593
[327,] 0.9201067
[328,] 0.8882922
[329,] 0.9657170
[330,] 0.8981174
[331,] 0.9391234
[332,] 0.9788360
[333,] 0.9652882
[334,] 0.9477096
[335,] 0.9508857
[336,] 0.9624106
[337,] 0.9642612
[338,] 0.9526876
[339,] 0.9159764
[340,] 0.9455096
[341,] 0.9798137
[342,] 0.9788922
[343,] 1.0000000
[344,] 0.8793651
[345,] 0.8748521
[346,] 0.9893617
[347,] 0.9975490
[348,] 0.9285939
[349,] 0.9935401
[350,] 0.9090018
[351,] 0.9657330
[352,] 0.9840580
[353,] 0.9794435
[354,] 0.9815437
[355,] 0.9254658
[356,] 0.9879483
[357,] 0.9690706
[358,] 0.9382928
[359,] 0.9143906
[360,] 0.9965221
[361,] 0.9857558
[362,] 0.9338690
[363,] 0.9331538
[364,] 0.9472960
[365,] 0.8787342
[366,] 0.9836806
[367,] 0.9366460
[368,] 0.9781975
[369,] 0.9714264
[370,] 0.9976415
[371,] 0.9920213
[372,] 0.9809028
[373,] 0.9424762
[374,] 0.9310654
[375,] 0.9879808
[376,] 0.9450113
[377,] 0.9099833
[378,] 0.9361127
[379,] 0.9695591
[380,] 0.8419312
[381,] 0.9088342
[382,] 0.9746474
[383,] 0.8979428
[384,] 0.9987095
[385,] 0.8996212
[386,] 0.9815397
[387,] 0.9113165
[388,] 0.9597730
[389,] 0.9258768
[390,] 0.9854651
[391,] 0.9159733
[392,] 0.9961215
[393,] 0.9851926
[394,] 0.9815525
[395,] 0.9508772
[396,] 0.9851164
[397,] 0.9889671
[398,] 0.9070797
[399,] 0.9789599
[400,] 0.9613475
[401,] 0.9040906
[402,] 0.9926471
[403,] 0.9305512
[404,] 0.8844958
[405,] 0.9608205
[406,] 0.9714912
[407,] 0.9939024
[408,] 0.9461039
[409,] 0.9336923
[410,] 0.9196875
[411,] 1.0000000
[412,] 0.9639250
[413,] 0.9953261
[414,] 0.9241349
[415,] 0.9983193
[416,] 0.9466829
[417,] 0.9825000
[418,] 0.9577857
[419,] 0.9752457
[420,] 0.9962019
[421,] 0.9152791
[422,] 0.9624286
[423,] 0.9628998
[424,] 0.9644498
[425,] 0.9997309
[426,] 0.9871282
[427,] 0.9141604
[428,] 0.9736048
[429,] 0.9003304
[430,] 0.9375000
[431,] 0.8743146
[432,] 0.8698980
[433,] 0.9150000
[434,] 0.9758508
[435,] 0.9463451
[436,] 0.9451754
[437,] 0.9892401
[438,] 0.9209133
[439,] 0.9697802
[440,] 0.9308061
[441,] 0.9961735
[442,] 0.9918831
[443,] 0.9257530
[444,] 0.9565217
[445,] 0.8923060
[446,] 0.8987127
[447,] 0.9151584
[448,] 0.9049902
[449,] 0.9188842
[450,] 0.9420951
[451,] 0.8853321
[452,] 0.9387511
[453,] 0.9070685
[454,] 0.9820536
[455,] 0.9804209
[456,] 0.9615385
[457,] 0.9848469
[458,] 0.8699634
[459,] 0.9807466
[460,] 0.9523697
[461,] 0.9034370
[462,] 0.9235884
[463,] 0.9776718
[464,] 0.9937413
[465,] 0.9934641
[466,] 0.9734124
[467,] 0.9735227
[468,] 0.9210104
[469,] 0.9779412
[470,] 0.9851159
[471,] 0.9650535
[472,] 0.9286494
[473,] 0.9955198
[474,] 0.9673433
[475,] 0.8942705
[476,] 0.9234634
[477,] 0.9790123
[478,] 0.9368165
[479,] 0.9565621
[480,] 0.9484275
[481,] 0.9896036
[482,] 0.9707466
[483,] 0.9630799
[484,] 0.9335133
[485,] 0.9884403
[486,] 0.8904505
[487,] 0.9799605
[488,] 0.9698683
[489,] 0.9542347
[490,] 0.9654995
[491,] 0.9670028
[492,] 0.9949937
[493,] 0.9837247
[494,] 0.9495960
[495,] 0.9950869
[496,] 0.9920120
[497,] 0.9395604
[498,] 0.8578055
[499,] 0.9610368
[500,] 0.9990380