library("stablelearner")
library("partykit")
res <- ctree(Species ~ ., data = iris)
stab <- stability(res)
similarity_values(stab), , Total variation distance (reversed)
[,1]
[1,] 0.9860140
[2,] 0.9480600
[3,] 0.9983303
[4,] 0.9135802
[5,] 0.9554335
[6,] 0.9824238
[7,] 0.9839522
[8,] 0.9097985
[9,] 0.9988598
[10,] 0.9686432
[11,] 0.9778304
[12,] 0.9206349
[13,] 0.9599273
[14,] 0.9815468
[15,] 0.9509345
[16,] 0.9733014
[17,] 0.9555061
[18,] 0.9858810
[19,] 0.9544872
[20,] 0.9044421
[21,] 0.9927536
[22,] 0.9227619
[23,] 0.8622475
[24,] 0.8387681
[25,] 0.9142857
[26,] 0.9028353
[27,] 0.9287261
[28,] 0.9357828
[29,] 0.9552509
[30,] 0.9468071
[31,] 0.9847052
[32,] 0.9276315
[33,] 0.9573333
[34,] 0.9689813
[35,] 0.9569333
[36,] 0.9347958
[37,] 0.9351852
[38,] 0.9343365
[39,] 0.9542611
[40,] 0.9325972
[41,] 0.9800117
[42,] 0.9439007
[43,] 0.9413442
[44,] 0.9893211
[45,] 0.8882173
[46,] 0.9592845
[47,] 0.9349550
[48,] 0.9840353
[49,] 0.9141156
[50,] 0.9079703
[51,] 0.9831607
[52,] 0.8637363
[53,] 0.9894737
[54,] 0.9617347
[55,] 0.9389881
[56,] 0.9441424
[57,] 0.9639666
[58,] 0.9411926
[59,] 0.9934811
[60,] 0.9730451
[61,] 0.9693563
[62,] 0.9373016
[63,] 0.9447415
[64,] 0.9815474
[65,] 0.9272487
[66,] 0.8843748
[67,] 0.9910403
[68,] 0.9154224
[69,] 0.9270254
[70,] 0.9085412
[71,] 0.9835704
[72,] 0.9914634
[73,] 0.9141370
[74,] 0.8281250
[75,] 0.9346332
[76,] 0.9848651
[77,] 0.9849387
[78,] 0.9987879
[79,] 0.9897741
[80,] 0.9835957
[81,] 0.9731169
[82,] 0.9631550
[83,] 0.9910083
[84,] 0.9856510
[85,] 0.9982906
[86,] 0.9932905
[87,] 0.9373680
[88,] 0.9350842
[89,] 0.9866840
[90,] 0.9549494
[91,] 0.7555258
[92,] 0.9155844
[93,] 0.9933654
[94,] 0.8875984
[95,] 0.9382676
[96,] 0.9539170
[97,] 0.9458226
[98,] 0.9844606
[99,] 0.8862782
[100,] 0.9644444
[101,] 0.9342981
[102,] 0.9849555
[103,] 0.8996153
[104,] 0.9691799
[105,] 0.9285310
[106,] 0.9620428
[107,] 0.9651245
[108,] 0.9843658
[109,] 0.9298052
[110,] 0.9548472
[111,] 0.9719409
[112,] 0.9865385
[113,] 0.9867133
[114,] 0.9924847
[115,] 0.9973214
[116,] 0.9649783
[117,] 0.9875000
[118,] 0.9879508
[119,] 0.9049825
[120,] 0.9876740
[121,] 0.9156250
[122,] 0.9786436
[123,] 0.9488817
[124,] 0.9523810
[125,] 0.9700799
[126,] 0.9812025
[127,] 0.9853594
[128,] 0.8256153
[129,] 0.9419192
[130,] 0.9433642
[131,] 0.9982681
[132,] 0.9361702
[133,] 0.9386003
[134,] 0.9626982
[135,] 0.9200190
[136,] 0.9767907
[137,] 0.8992138
[138,] 0.9885043
[139,] 1.0000000
[140,] 0.9465168
[141,] 0.9849624
[142,] 0.9022246
[143,] 0.9381392
[144,] 0.9467145
[145,] 0.9593531
[146,] 0.9015326
[147,] 0.9970588
[148,] 0.9639356
[149,] 0.9487092
[150,] 0.9105821
[151,] 0.9798946
[152,] 0.9895735
[153,] 0.8847276
[154,] 0.9378184
[155,] 0.9141458
[156,] 0.9747806
[157,] 0.9165875
[158,] 0.9707946
[159,] 0.9434085
[160,] 0.9800977
[161,] 0.9274311
[162,] 0.9674700
[163,] 0.9918889
[164,] 0.9864687
[165,] 0.9589688
[166,] 0.9646570
[167,] 0.9738834
[168,] 0.9826432
[169,] 0.9511799
[170,] 0.9147085
[171,] 0.9831472
[172,] 0.9505706
[173,] 0.8855499
[174,] 0.9456101
[175,] 0.9683838
[176,] 0.9776146
[177,] 0.9317719
[178,] 0.8581593
[179,] 0.9265625
[180,] 0.9407722
[181,] 0.9816667
[182,] 0.8618129
[183,] 0.9611588
[184,] 0.8721062
[185,] 0.9403727
[186,] 0.9164134
[187,] 0.9643151
[188,] 0.9243321
[189,] 0.9518969
[190,] 0.9716894
[191,] 0.9904762
[192,] 0.9360687
[193,] 0.8911536
[194,] 0.9915403
[195,] 0.9230247
[196,] 0.9645445
[197,] 0.9703727
[198,] 1.0000000
[199,] 0.9736380
[200,] 0.9576138
[201,] 0.9996431
[202,] 0.9515344
[203,] 0.9906977
[204,] 0.9556864
[205,] 0.9046900
[206,] 0.9949532
[207,] 0.9270346
[208,] 0.9714181
[209,] 0.9352106
[210,] 0.9801552
[211,] 0.9558703
[212,] 0.9891234
[213,] 0.9096066
[214,] 0.8909668
[215,] 0.9630567
[216,] 0.9598180
[217,] 0.9871097
[218,] 0.9346598
[219,] 0.9619305
[220,] 0.9306184
[221,] 0.9590319
[222,] 0.8748900
[223,] 0.9821900
[224,] 0.9365942
[225,] 0.9564503
[226,] 0.9540484
[227,] 0.8732323
[228,] 0.9300366
[229,] 0.9908537
[230,] 0.9964345
[231,] 0.8996503
[232,] 0.9824732
[233,] 0.9861111
[234,] 0.9354720
[235,] 0.9666407
[236,] 0.9754074
[237,] 0.9966359
[238,] 0.9958949
[239,] 0.9252090
[240,] 0.9838906
[241,] 0.9377351
[242,] 0.9437177
[243,] 0.8966001
[244,] 0.9871968
[245,] 0.9701178
[246,] 0.9549842
[247,] 0.8523477
[248,] 0.9869933
[249,] 0.9132850
[250,] 0.9428745
[251,] 0.9418957
[252,] 0.9713200
[253,] 0.9616227
[254,] 0.9642857
[255,] 0.9893877
[256,] 0.9082674
[257,] 0.9997554
[258,] 0.9928571
[259,] 0.8999084
[260,] 0.9477394
[261,] 0.9428072
[262,] 0.9572212
[263,] 0.9405034
[264,] 0.9593018
[265,] 0.9697917
[266,] 0.9886040
[267,] 0.9874528
[268,] 0.9819267
[269,] 0.9301826
[270,] 0.9821888
[271,] 0.9692063
[272,] 0.9828801
[273,] 0.9411376
[274,] 0.9851098
[275,] 0.8838727
[276,] 0.9311204
[277,] 0.9829518
[278,] 0.9471636
[279,] 0.9254658
[280,] 0.9531907
[281,] 0.9658062
[282,] 0.9738083
[283,] 0.9439927
[284,] 0.8387772
[285,] 0.9898190
[286,] 0.9731151
[287,] 0.9627274
[288,] 0.9494147
[289,] 0.9759667
[290,] 0.9880952
[291,] 0.9427567
[292,] 0.7877958
[293,] 0.9417293
[294,] 0.9908757
[295,] 0.9618764
[296,] 0.9582555
[297,] 0.9293041
[298,] 0.9119064
[299,] 0.9335664
[300,] 0.9563447
[301,] 0.9787188
[302,] 0.9334959
[303,] 0.9973772
[304,] 1.0000000
[305,] 0.9394861
[306,] 0.9920455
[307,] 0.9659000
[308,] 0.9506211
[309,] 0.8999060
[310,] 0.9425383
[311,] 0.9680556
[312,] 0.9378426
[313,] 0.9783031
[314,] 0.9502442
[315,] 0.7402597
[316,] 0.9255876
[317,] 0.9391166
[318,] 0.9636792
[319,] 0.9412102
[320,] 0.9336613
[321,] 0.9633277
[322,] 0.8486666
[323,] 0.9313951
[324,] 0.8537125
[325,] 0.9616896
[326,] 0.9258212
[327,] 0.9376684
[328,] 0.9606481
[329,] 0.9886040
[330,] 0.9421233
[331,] 0.9713561
[332,] 0.9814552
[333,] 0.9135951
[334,] 0.9624786
[335,] 0.9246032
[336,] 0.9824866
[337,] 0.9564154
[338,] 0.9723183
[339,] 0.8658036
[340,] 0.9123128
[341,] 0.9297683
[342,] 0.9777106
[343,] 0.9288927
[344,] 0.9481481
[345,] 0.9219494
[346,] 0.9876385
[347,] 0.9246909
[348,] 0.9383867
[349,] 0.9455037
[350,] 0.9827311
[351,] 0.9153391
[352,] 0.9918546
[353,] 0.9670455
[354,] 0.9749542
[355,] 0.9750000
[356,] 0.9800824
[357,] 0.9783333
[358,] 0.9377403
[359,] 0.9040881
[360,] 0.9474271
[361,] 0.9658040
[362,] 0.9731199
[363,] 0.9300000
[364,] 0.9621830
[365,] 0.9589427
[366,] 0.9558608
[367,] 0.9933333
[368,] 1.0000000
[369,] 0.9668302
[370,] 0.9347826
[371,] 0.9032323
[372,] 0.9965587
[373,] 0.9134623
[374,] 0.9800880
[375,] 0.9492270
[376,] 0.9782135
[377,] 0.8946806
[378,] 0.9624982
[379,] 0.9451346
[380,] 0.9729004
[381,] 0.9712990
[382,] 0.9763095
[383,] 0.9830357
[384,] 0.9629625
[385,] 0.9949686
[386,] 0.9159231
[387,] 0.8116710
[388,] 0.8517303
[389,] 0.8876030
[390,] 0.8819541
[391,] 0.9538126
[392,] 0.8309524
[393,] 0.9834957
[394,] 0.9613262
[395,] 0.9347078
[396,] 0.8992674
[397,] 0.9298647
[398,] 0.9688995
[399,] 0.9277811
[400,] 0.9762585
[401,] 0.9997736
[402,] 0.9687703
[403,] 0.9720238
[404,] 0.9515939
[405,] 0.8325273
[406,] 0.9549077
[407,] 0.9028077
[408,] 0.9891690
[409,] 0.9766746
[410,] 0.9883595
[411,] 0.9178709
[412,] 0.9486015
[413,] 0.9733965
[414,] 0.9747475
[415,] 0.9656463
[416,] 0.9500000
[417,] 0.9549247
[418,] 0.9790296
[419,] 0.9929078
[420,] 0.9624303
[421,] 0.9359718
[422,] 0.9885256
[423,] 0.9201968
[424,] 0.8979790
[425,] 0.9159982
[426,] 0.9315949
[427,] 0.7991617
[428,] 0.9053831
[429,] 0.8455782
[430,] 0.9872822
[431,] 0.9671474
[432,] 0.8714727
[433,] 0.9466479
[434,] 0.9599932
[435,] 0.9483184
[436,] 0.9391481
[437,] 0.9538240
[438,] 0.9460890
[439,] 0.8982230
[440,] 0.9711246
[441,] 0.9880793
[442,] 0.9816702
[443,] 0.8818727
[444,] 0.9891068
[445,] 0.9762678
[446,] 0.9769231
[447,] 0.9579448
[448,] 0.9804511
[449,] 0.9039216
[450,] 0.9388889
[451,] 1.0000000
[452,] 0.9948240
[453,] 0.9437112
[454,] 0.8730303
[455,] 0.9779412
[456,] 0.9818975
[457,] 0.8333333
[458,] 0.9599293
[459,] 0.9571009
[460,] 0.9352020
[461,] 0.9670228
[462,] 0.9440090
[463,] 0.9490560
[464,] 0.9484841
[465,] 0.9758458
[466,] 0.9285714
[467,] 0.9876543
[468,] 0.9949634
[469,] 0.9658064
[470,] 0.9225944
[471,] 0.9505391
[472,] 0.9369806
[473,] 0.9940310
[474,] 0.9171002
[475,] 0.9057576
[476,] 0.9749415
[477,] 0.9467255
[478,] 0.9325397
[479,] 0.9856915
[480,] 0.9916667
[481,] 0.9552941
[482,] 0.9492630
[483,] 0.9621967
[484,] 0.9706659
[485,] 0.9062489
[486,] 0.9684486
[487,] 0.8445885
[488,] 0.9497036
[489,] 0.9638454
[490,] 0.9269574
[491,] 0.9441027
[492,] 0.9955556
[493,] 0.9580128
[494,] 0.8622329
[495,] 0.9216033
[496,] 0.9843592
[497,] 0.8965873
[498,] 0.9990329
[499,] 0.8856261
[500,] 0.8940747