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OutputWithVariance.txt
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OutputWithVariance.txt
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CLUSTER: 1
mu1 LogLik BIC
15.26 -2.14748e+09 -2.14748e+09
20.7203 -76.4414 -156.572
22.4843 -56.7575 -117.204
22.4843 -56.7575 -117.204
Variance
1
60.2239
116.384
116.384
xi P(cls 1 | xi)
[1,] 9 1
[2,] 10 1
[3,] 11 1
[4,] 13.78 1
[5,] 13.85 1
[6,] 14.04 1
[7,] 14.71 1
[8,] 15.03 1
[9,] 15.09 1
[10,] 15.2 1
[11,] 15.26 1
[12,] 16.12 1
[13,] 16.27 1
[14,] 19.87 1
[15,] 20 1
[16,] 20.05 1
[17,] 20.26 1
[18,] 20.28 1
[19,] 20.35 1
[20,] 20.69 1
[21,] 21 1
[22,] 21.15 1
[23,] 21.2 1
[24,] 21.25 1
[25,] 21.67 1
CLUSTER: 2
mu1 mu2 LogLik BIC
21.15 15.26 -2.14748e+09 -2.14748e+09
26.6674 13.7962 -76.4084 -160.195
24.3774 14.1657 -74.7726 -156.923
24.0434 14.4512 -75.0598 -157.497
23.8862 14.6321 -75.6107 -158.599
23.7253 14.7819 -76.4919 -160.362
23.5697 14.8512 -77.5205 -162.419
23.4192 14.8488 -78.0095 -163.397
23.3549 14.8427 -78.2701 -163.918
23.3197 14.8385 -78.4344 -164.246
23.297 14.8368 -78.5478 -164.473
23.2808 14.8369 -78.6306 -164.639
23.2687 14.8384 -78.6938 -164.765
23.2591 14.8408 -78.7443 -164.866
23.2512 14.8437 -78.7864 -164.95
23.2444 14.8471 -78.8231 -165.024
23.2383 14.8506 -78.8567 -165.091
23.2325 14.8544 -78.8887 -165.155
23.2269 14.8583 -78.9204 -165.218
23.2213 14.8625 -78.9528 -165.283
23.2154 14.8669 -78.9871 -165.352
23.2092 14.8718 -79.0247 -165.427
23.2023 14.8773 -79.0672 -165.512
23.1945 14.8837 -79.1169 -165.612
23.1853 14.8913 -79.1773 -165.732
23.174 14.9007 -79.2538 -165.885
23.1597 14.913 -79.3551 -166.088
23.1405 14.93 -79.4957 -166.369
23.1137 14.9546 -79.6969 -166.772
23.0755 14.9915 -79.9732 -167.324
23.0266 15.0396 -80.3656 -168.109
22.9747 15.0745 -80.8654 -169.108
22.9076 15.1099 -81.1622 -169.702
22.8714 15.1337 -81.5692 -170.516
22.8288 15.1392 -81.7712 -170.92
22.8104 15.1413 -81.8163 -171.01
22.8075 15.1424 -81.8229 -171.024
22.8071 15.1431 -81.8235 -171.025
22.8071 15.1435 -81.8233 -171.024
22.8071 15.1438 -81.8232 -171.024
22.8071 15.144 -81.8231 -171.024
Variance
1 1
116.173 4.99724
122.509 4.52643
123.316 3.61479
123.769 2.35791
123.866 1.06282
123.39 0.569987
122.566 0.463229
122.186 0.413913
121.974 0.384812
121.838 0.365569
121.744 0.351916
121.677 0.341676
121.626 0.33359
121.586 0.326879
121.553 0.321037
121.524 0.315717
121.498 0.310667
121.473 0.305691
121.449 0.300614
121.423 0.295261
121.396 0.289435
121.366 0.282882
121.331 0.275253
121.291 0.266026
121.24 0.254378
121.175 0.238921
121.087 0.217185
120.962 0.184656
120.778 0.134085
120.526 0.0663275
120.211 0.0305347
119.763 0.0176291
119.518 0.00889822
119.194 0.00730064
119.052 0.00710098
119.03 0.00707271
119.028 0.00707037
119.028 0.00707121
119.028 0.00707197
119.029 0.00707243
xi P(cls 1 | xi) P(cls 2 | xi)
[1,] 9 1 0
[2,] 10 1 0
[3,] 11 1 0
[4,] 13.78 1 1.08982e-57
[5,] 13.85 1 5.58829e-52
[6,] 14.04 1 5.3566e-38
[7,] 14.71 0.999998 2.19335e-06
[8,] 15.03 0.659648 0.340352
[9,] 15.09 0.488643 0.511357
[10,] 15.2 0.495034 0.504966
[11,] 15.26 0.671548 0.328452
[12,] 16.12 1 6.62385e-30
[13,] 16.27 1 1.36259e-39
[14,] 19.87 1 0
[15,] 20 1 0
[16,] 20.05 1 0
[17,] 20.26 1 0
[18,] 20.28 1 0
[19,] 20.35 1 0
[20,] 20.69 1 0
[21,] 21 1 0
[22,] 21.15 1 0
[23,] 21.2 1 0
[24,] 21.25 1 0
[25,] 21.67 1 0
CLUSTER: 3
mu1 mu2 mu3 LogLik BIC
16.12 16.27 21.25 -2.14748e+09 -2.14748e+09
13.5066 14.2222 26.671 -86.8787 -184.824
13.8333 14.5784 25.0582 -85.2424 -181.552
14.2089 14.7855 24.8613 -84.5527 -180.172
14.8219 14.8751 24.8829 -83.0112 -177.089
15.999 14.882 25.0404 -79.6313 -170.329
17.471 14.8676 25.2569 -76.2067 -163.48
18.6223 14.8553 25.2166 -74.5639 -160.194
19.3809 14.8505 24.9171 -74.4248 -159.916
19.9133 14.8526 24.5901 -74.9919 -161.05
20.3358 14.8602 24.317 -75.8301 -162.727
20.7089 14.8729 24.0915 -76.8191 -164.705
21.0574 14.8922 23.8954 -77.9959 -167.058
21.3543 14.9207 23.7224 -79.5124 -170.091
21.4865 14.9596 23.5862 -81.4659 -173.998
21.4213 15.0085 23.4817 -83.1249 -177.317
21.2995 15.0564 23.405 -84.5239 -180.114
21.1739 15.0906 23.3219 -85.6274 -182.321
21.0564 15.1227 23.2568 -86.6569 -184.38
20.9541 15.1372 23.2061 -87.7111 -186.489
20.8702 15.1403 23.1482 -88.4231 -187.913
20.8034 15.1418 23.1286 -88.9308 -188.928
20.7503 15.1428 23.1185 -89.3123 -189.691
20.7079 15.1434 23.1114 -89.6035 -190.274
20.6739 15.1437 23.1061 -89.8269 -190.72
20.6465 15.1439 23.1021 -89.9982 -191.063
20.6244 15.1441 23.099 -90.1303 -191.327
20.6065 15.1442 23.0966 -90.2333 -191.533
20.5918 15.1442 23.0947 -90.3151 -191.697
20.5797 15.1442 23.0932 -90.3811 -191.829
20.5697 15.1443 23.092 -90.4355 -191.938
20.5613 15.1443 23.091 -90.4809 -192.029
20.5543 15.1443 23.0901 -90.5193 -192.105
20.5482 15.1443 23.0894 -90.5521 -192.171
20.5431 15.1443 23.0887 -90.5804 -192.227
20.5387 15.1443 23.0881 -90.6048 -192.276
20.5348 15.1443 23.0876 -90.6262 -192.319
20.5314 15.1443 23.0872 -90.645 -192.357
20.5285 15.1443 23.0868 -90.6616 -192.39
20.5259 15.1443 23.0864 -90.6762 -192.419
20.5236 15.1443 23.0861 -90.6893 -192.445
20.5215 15.1443 23.0858 -90.7009 -192.469
20.5197 15.1443 23.0856 -90.7114 -192.489
20.5181 15.1443 23.0854 -90.7207 -192.508
20.5166 15.1443 23.0851 -90.7292 -192.525
20.5153 15.1443 23.085 -90.7368 -192.54
20.5141 15.1443 23.0848 -90.7437 -192.554
20.513 15.1443 23.0846 -90.7499 -192.566
20.512 15.1443 23.0845 -90.7556 -192.578
20.5111 15.1443 23.0844 -90.7607 -192.588
20.5103 15.1443 23.0842 -90.7654 -192.597
20.5096 15.1443 23.0841 -90.7697 -192.606
20.5089 15.1443 23.084 -90.7736 -192.614
20.5083 15.1443 23.084 -90.7772 -192.621
20.5078 15.1443 23.0839 -90.7804 -192.627
20.5073 15.1443 23.0838 -90.7834 -192.633
20.5068 15.1443 23.0837 -90.7862 -192.639
20.5064 15.1443 23.0837 -90.7887 -192.644
20.506 15.1443 23.0836 -90.791 -192.649
20.5056 15.1443 23.0836 -90.7931 -192.653
20.5053 15.1443 23.0835 -90.7951 -192.657
20.505 15.1443 23.0835 -90.7969 -192.66
20.5047 15.1443 23.0834 -90.7985 -192.664
20.5044 15.1443 23.0834 -90.8 -192.667
20.5042 15.1443 23.0833 -90.8014 -192.67
20.504 15.1443 23.0833 -90.8027 -192.672
20.5038 15.1443 23.0833 -90.8039 -192.675
20.5036 15.1443 23.0833 -90.805 -192.677
20.5034 15.1443 23.0832 -90.8061 -192.679
20.5033 15.1443 23.0832 -90.807 -192.681
20.5031 15.1443 23.0832 -90.8079 -192.682
20.503 15.1443 23.0832 -90.8087 -192.684
20.5029 15.1443 23.0831 -90.8094 -192.685
20.5027 15.1443 23.0831 -90.8101 -192.687
20.5026 15.1443 23.0831 -90.8107 -192.688
20.5025 15.1443 23.0831 -90.8113 -192.689
20.5024 15.1443 23.0831 -90.8118 -192.69
20.5024 15.1443 23.0831 -90.8123 -192.691
20.5023 15.1443 23.0831 -90.8128 -192.692
20.5022 15.1443 23.083 -90.8132 -192.693
20.5021 15.1443 23.083 -90.8136 -192.694
20.5021 15.1443 23.083 -90.814 -192.695
20.502 15.1443 23.083 -90.8143 -192.695
20.502 15.1443 23.083 -90.8146 -192.696
20.5019 15.1443 23.083 -90.8149 -192.697
20.5019 15.1443 23.083 -90.8152 -192.697
20.5018 15.1443 23.083 -90.8155 -192.698
20.5018 15.1443 23.083 -90.8157 -192.698
20.5018 15.1443 23.083 -90.8159 -192.698
20.5017 15.1443 23.083 -90.8161 -192.699
20.5017 15.1443 23.083 -90.8163 -192.699
20.5017 15.1443 23.083 -90.8164 -192.7
20.5016 15.1443 23.083 -90.8166 -192.7
20.5016 15.1443 23.083 -90.8168 -192.7
20.5016 15.1443 23.083 -90.8169 -192.7
20.5016 15.1443 23.083 -90.817 -192.701
20.5016 15.1443 23.083 -90.8171 -192.701
20.5015 15.1443 23.0829 -90.8172 -192.701
20.5015 15.1443 23.0829 -90.8173 -192.701
Variance
1 1 1
5.59038 3.94722 116.211
6.48461 3.22848 122.894
7.90391 1.97764 124.496
10.7106 0.790639 126.595
14.431 0.494084 132.243
16.4789 0.388816 144.645
15.8768 0.331569 158.174
13.9624 0.296799 165.401
11.7849 0.274132 167.509
9.6932 0.257694 167.285
7.67252 0.24327 166.002
5.60311 0.226882 164.004
3.54698 0.203536 161.147
2.10334 0.16609 157.019
1.52273 0.106775 151.773
1.21025 0.0441623 148.057
0.964053 0.0246697 145.247
0.756366 0.0129855 142.887
0.594003 0.00771862 140.788
0.480503 0.00715256 138.798
0.405819 0.00707222 137.421
0.356294 0.00706285 136.409
0.32244 0.00706359 135.651
0.29874 0.00706501 135.076
0.281836 0.00706601 134.638
0.269529 0.00706665 134.301
0.26034 0.00706706 134.04
0.25329 0.00706735 133.835
0.247739 0.00706755 133.67
0.24327 0.00706769 133.535
0.239603 0.00706781 133.423
0.236548 0.00706789 133.329
0.233971 0.00706796 133.249
0.231774 0.00706802 133.181
0.229884 0.00706807 133.121
0.228247 0.00706811 133.07
0.226818 0.00706814 133.024
0.225565 0.00706817 132.985
0.224459 0.0070682 132.949
0.22348 0.00706822 132.918
0.222609 0.00706824 132.89
0.221832 0.00706826 132.865
0.221136 0.00706827 132.843
0.22051 0.00706829 132.823
0.219947 0.0070683 132.805
0.219438 0.00706831 132.789
0.218979 0.00706832 132.774
0.218562 0.00706833 132.76
0.218183 0.00706834 132.748
0.217838 0.00706834 132.737
0.217525 0.00706835 132.727
0.217238 0.00706836 132.718
0.216977 0.00706836 132.709
0.216738 0.00706837 132.702
0.216519 0.00706837 132.695
0.216319 0.00706838 132.688
0.216135 0.00706838 132.682
0.215966 0.00706838 132.677
0.215811 0.00706839 132.672
0.215669 0.00706839 132.667
0.215538 0.00706839 132.663
0.215417 0.00706839 132.659
0.215306 0.0070684 132.655
0.215204 0.0070684 132.652
0.21511 0.0070684 132.649
0.215023 0.0070684 132.646
0.214943 0.0070684 132.644
0.214869 0.00706841 132.641
0.2148 0.00706841 132.639
0.214737 0.00706841 132.637
0.214679 0.00706841 132.635
0.214625 0.00706841 132.633
0.214576 0.00706841 132.632
0.21453 0.00706841 132.63
0.214487 0.00706841 132.629
0.214448 0.00706842 132.628
0.214412 0.00706842 132.627
0.214378 0.00706842 132.626
0.214347 0.00706842 132.625
0.214318 0.00706842 132.624
0.214292 0.00706842 132.623
0.214267 0.00706842 132.622
0.214245 0.00706842 132.621
0.214223 0.00706842 132.621
0.214204 0.00706842 132.62
0.214186 0.00706842 132.619
0.214169 0.00706842 132.619
0.214154 0.00706842 132.618
0.214139 0.00706842 132.618
0.214126 0.00706842 132.617
0.214114 0.00706842 132.617
0.214102 0.00706842 132.617
0.214092 0.00706842 132.616
0.214082 0.00706842 132.616
0.214073 0.00706842 132.616
0.214065 0.00706842 132.615
0.214057 0.00706842 132.615
0.21405 0.00706842 132.615
xi P(cls 1 | xi) P(cls 2 | xi) P(cls 3 | xi)
[1,] 9 1.34757e-134 0 1
[2,] 10 2.54567e-112 0 1
[3,] 11 4.53372e-92 0 1
[4,] 13.78 2.04347e-46 9.13607e-58 1
[5,] 13.85 1.81081e-45 4.74052e-52 1
[6,] 14.04 6.02063e-43 4.6841e-38 1
[7,] 14.71 1.22636e-34 2.09103e-06 0.999998
[8,] 15.03 3.61555e-31 0.336342 0.663658
[9,] 15.09 1.22734e-30 0.508076 0.491924
[10,] 15.2 1.92929e-29 0.503707 0.496293
[11,] 15.26 1.14038e-28 0.328233 0.671767
[12,] 16.12 4.02102e-20 6.81575e-30 1
[13,] 16.27 8.15768e-19 1.40166e-39 1
[14,] 19.87 0.290551 0 0.709449
[15,] 20 0.365464 0 0.634536
[16,] 20.05 0.391368 0 0.608632
[17,] 20.26 0.473467 0 0.526533
[18,] 20.28 0.478758 0 0.521242
[19,] 20.35 0.49363 0 0.50637
[20,] 20.69 0.484662 0 0.515338
[21,] 21 0.362621 0 0.637379
[22,] 21.15 0.275254 0 0.724746
[23,] 21.2 0.244871 0 0.755129
[24,] 21.25 0.214865 0 0.785135
[25,] 21.67 0.0398651 0 0.960135
CLUSTER: 4
mu1 mu2 mu3 mu4 LogLik BIC
15.26 20.05 9 20.05 -2.14748e+09 -2.14748e+09
14.9342 26.6659 9.99979 26.6659 -80.7293 -176.214
14.8839 23.8177 9.95301 23.8177 -79.4168 -173.589
14.8693 23.4824 9.92698 23.4824 -79.7336 -174.223
14.8698 23.4076 9.9076 23.4076 -79.9552 -174.666
14.8828 23.3655 9.89292 23.3655 -80.1338 -175.023
14.9077 23.3312 9.88185 23.3312 -80.3041 -175.364
14.9461 23.2967 9.8735 23.2967 -80.4922 -175.74
14.9998 23.2576 9.86713 23.2576 -80.7072 -176.17
15.0543 23.2165 9.86223 23.2165 -81.0408 -176.837
15.093 23.1624 9.8584 23.1624 -81.2951 -177.346
15.1248 23.1221 9.85536 23.1221 -81.5518 -177.859
15.1349 23.0866 9.8529 23.0866 -81.7688 -178.293
15.1374 23.0577 9.8509 23.0577 -81.8324 -178.42
15.139 23.0516 9.84927 23.0516 -81.8444 -178.444
15.14 23.0503 9.84794 23.0503 -81.8463 -178.448
15.1409 23.05 9.84688 23.05 -81.8464 -178.448
Variance
1 1 1 1
0.676772 116.171 0.666855 116.171
0.477768 118.897 0.583464 118.897
0.382613 118.513 0.545802 118.513
0.324013 118.296 0.531374 118.296
0.278845 118.137 0.524386 118.137
0.235257 118.006 0.520041 118.006
0.183175 117.879 0.516883 117.879
0.113618 117.733 0.514402 117.733
0.0448009 117.561 0.51237 117.561
0.0228739 117.27 0.510681 117.27
0.0108243 117.049 0.509223 117.049
0.00725167 116.83 0.508019 116.83
0.00680585 116.645 0.507023 116.645
0.00672992 116.611 0.506202 116.611
0.00672229 116.606 0.505589 116.606
0.0067264 116.606 0.505124 116.606
xi P(cls 1 | xi) P(cls 2 | xi) P(cls 3 | xi) P(cls 4 | xi)
[1,] 9 0 0.317963 0.364074 0.317963
[2,] 10 0 0.248217 0.503567 0.248217
[3,] 11 0 0.399741 0.200518 0.399741
[4,] 13.78 1.28425e-60 0.5 1.65417e-07 0.5
[5,] 13.85 1.25472e-54 0.5 9.49809e-08 0.5
[6,] 14.04 5.77016e-40 0.5 2.00688e-08 0.5
[7,] 14.71 7.15547e-07 0.5 4.73648e-11 0.5
[8,] 15.03 0.211155 0.394423 1.52145e-12 0.394423
[9,] 15.09 0.352587 0.323706 6.69939e-13 0.323706
[10,] 15.2 0.332634 0.333683 2.16505e-13 0.333683
[11,] 15.26 0.18194 0.40903 1.39558e-13 0.40903
[12,] 16.12 5.8562e-32 0.5 7.81084e-18 0.5
[13,] 16.27 3.47075e-42 0.5 1.17777e-18 0.5
[14,] 19.87 0 0.5 3.7912e-44 0.5
[15,] 20 0 0.5 2.82399e-45 0.5
[16,] 20.05 0 0.5 1.03087e-45 0.5
[17,] 20.26 0 0.5 1.418e-47 0.5
[18,] 20.28 0 0.5 9.38469e-48 0.5
[19,] 20.35 0 0.5 2.19954e-48 0.5
[20,] 20.69 0 0.5 1.66837e-51 0.5
[21,] 21 0 0.5 1.95607e-54 0.5
[22,] 21.15 0 0.5 6.97744e-56 0.5
[23,] 21.2 0 0.5 2.27435e-56 0.5
[24,] 21.25 0 0.5 7.377e-57 0.5
[25,] 21.67 0 0.5 4.74304e-61 0.5
CLUSTER: 5
mu1 mu2 mu3 mu4 mu5 LogLik BIC
21.67 14.71 20.26 20.28 55 -2.14748e+09 -2.14748e+09
23.4615 13.7955 20.7222 20.7356 51.75 -104.624 -227.693
23.6165 13.8342 20.7337 20.7477 51.75 -105.679 -229.802
23.5997 13.8518 20.687 20.7022 51.75 -106.341 -231.127
23.5623 13.859 20.6476 20.6646 51.75 -106.786 -232.016
23.5248 13.862 20.6176 20.637 51.75 -107.103 -232.651
23.4918 13.8632 20.5946 20.6169 51.75 -107.335 -233.114
23.4646 13.8637 20.5768 20.6026 51.75 -107.504 -233.452
23.4432 13.8638 20.5626 20.5928 51.75 -107.628 -233.7
23.4267 13.8638 20.5511 20.5864 51.75 -107.719 -233.883
23.4143 13.8638 20.5412 20.5829 51.75 -107.787 -234.019
23.405 13.8637 20.5325 20.5817 51.75 -107.838 -234.12
23.3981 13.8636 20.5242 20.5826 51.75 -107.876 -234.196
23.393 13.8636 20.5158 20.5853 51.75 -107.905 -234.255
23.3891 13.8636 20.507 20.5897 51.75 -107.93 -234.303
23.3861 13.8636 20.4973 20.596 51.75 -107.951 -234.345
23.3837 13.8636 20.4863 20.604 51.75 -107.971 -234.386
23.3817 13.8636 20.4734 20.614 51.75 -107.993 -234.43
23.3798 13.8637 20.4582 20.6262 51.75 -108.019 -234.482
23.3777 13.8637 20.4399 20.6407 51.75 -108.053 -234.551
23.3753 13.8639 20.4178 20.6579 51.75 -108.101 -234.646
23.372 13.8641 20.3909 20.678 51.75 -108.169 -234.782
23.3675 13.8644 20.3576 20.7011 51.75 -108.268 -234.981
23.3608 13.8649 20.3162 20.7269 51.75 -108.415 -235.275
23.3509 13.8657 20.2652 20.7545 51.75 -108.628 -235.701
23.3366 13.8671 20.2072 20.7804 51.75 -108.935 -236.314
23.3162 13.8697 20.1582 20.7963 51.75 -109.354 -237.153
23.2857 13.8744 20.1312 20.7935 51.75 -109.642 -237.729
23.2529 13.8789 20.1189 20.7781 51.75 -109.696 -237.837
23.2309 13.8807 20.1119 20.7622 51.75 -109.718 -237.88
23.2186 13.8809 20.1073 20.7499 51.75 -109.759 -237.962
23.2115 13.8806 20.1043 20.7409 51.75 -109.804 -238.053
23.2068 13.8803 20.1021 20.7343 51.75 -109.844 -238.133
23.2034 13.8801 20.1006 20.7294 51.75 -109.876 -238.196
23.2009 13.8799 20.0995 20.7258 51.75 -109.899 -238.243
23.1989 13.8798 20.0987 20.7232 51.75 -109.917 -238.279
23.1975 13.8798 20.0981 20.7212 51.75 -109.93 -238.305
23.1964 13.8797 20.0976 20.7197 51.75 -109.94 -238.324
23.1956 13.8797 20.0973 20.7186 51.75 -109.947 -238.339
23.195 13.8797 20.0971 20.7178 51.75 -109.952 -238.349
23.1945 13.8796 20.0969 20.7172 51.75 -109.956 -238.357
23.1942 13.8796 20.0967 20.7167 51.75 -109.959 -238.363
23.194 13.8796 20.0966 20.7163 51.75 -109.962 -238.367
23.1938 13.8796 20.0966 20.7161 51.75 -109.963 -238.371
23.1936 13.8796 20.0965 20.7159 51.75 -109.964 -238.373
23.1935 13.8796 20.0965 20.7157 51.75 -109.965 -238.375
23.1934 13.8796 20.0964 20.7156 51.75 -109.966 -238.376
23.1934 13.8796 20.0964 20.7156 51.75 -109.967 -238.377
23.1933 13.8796 20.0964 20.7155 51.75 -109.967 -238.378
23.1933 13.8796 20.0964 20.7154 51.75 -109.967 -238.379
23.1933 13.8796 20.0964 20.7154 51.75 -109.967 -238.379
23.1933 13.8796 20.0964 20.7154 51.75 -109.968 -238.38
23.1933 13.8796 20.0964 20.7154 51.75 -109.968 -238.38
23.1932 13.8796 20.0964 20.7154 51.75 -109.968 -238.38
Variance
1 1 1 1 1
4.17613 4.99673 0.659476 0.674752 19.6875
4.12697 5.22284 0.475583 0.488221 19.6879
4.04318 5.32061 0.404912 0.416463 19.6878
4.01093 5.36272 0.362726 0.373949 19.6878
4.00563 5.38096 0.334103 0.345491 19.6878
4.01135 5.38911 0.313843 0.325788 19.6879
4.02028 5.39282 0.299192 0.312071 19.6879
4.02907 5.39451 0.288379 0.302601 19.6879
4.03651 5.39524 0.280182 0.296203 19.6879
4.04241 5.39553 0.27373 0.292064 19.6879
4.04694 5.39563 0.268391 0.289626 19.6879
4.05041 5.39565 0.263689 0.288504 19.6879
4.05311 5.39567 0.259251 0.288438 19.6879
4.05529 5.39571 0.254764 0.289249 19.6879
4.05718 5.3958 0.249944 0.290819 19.6879
4.059 5.39597 0.244508 0.293059 19.6879
4.06094 5.39624 0.238151 0.295891 19.6879
4.06324 5.39664 0.230515 0.299226 19.6879
4.06616 5.39725 0.221154 0.30293 19.6879
4.07007 5.39815 0.209479 0.306786 19.6879
4.07544 5.39949 0.194666 0.310439 19.6879
4.0829 5.40151 0.175503 0.313321 19.6879
4.09339 5.40461 0.150209 0.314574 19.6879
4.10832 5.40949 0.116721 0.313058 19.6879
4.13023 5.41761 0.0763772 0.307841 19.6879
4.16464 5.43252 0.0438634 0.299962 19.6879
4.21553 5.45886 0.0303704 0.293608 19.6879
4.26101 5.48512 0.0268154 0.289483 19.6879
4.2813 5.49742 0.0258976 0.28513 19.6879
4.2856 5.49999 0.0255812 0.280597 19.6879
4.28437 5.49925 0.0254281 0.276551 19.6879
4.28206 5.498 0.0253326 0.273268 19.6879
4.28002 5.497 0.025265 0.270738 19.6879
4.27849 5.49632 0.0252144 0.268837 19.6879
4.27739 5.49588 0.0251761 0.267426 19.6879
4.27661 5.49558 0.0251468 0.266385 19.6879
4.27604 5.49538 0.0251246 0.265618 19.6879
4.27563 5.49524 0.0251077 0.265051 19.6879
4.27533 5.49513 0.025095 0.264633 19.6879
4.2751 5.49505 0.0250854 0.264323 19.6879
4.27493 5.495 0.0250782 0.264093 19.6879
4.2748 5.49495 0.0250727 0.263922 19.6879
4.27471 5.49492 0.0250687 0.263794 19.6879
4.27464 5.49489 0.0250656 0.2637 19.6879
4.27458 5.49487 0.0250633 0.263629 19.6879
4.27454 5.49486 0.0250616 0.263576 19.6879
4.27451 5.49485 0.0250604 0.263537 19.6879
4.27449 5.49484 0.0250594 0.263507 19.6879
4.27447 5.49483 0.0250587 0.263486 19.6879
4.27446 5.49483 0.0250582 0.263469 19.6879
4.27445 5.49483 0.0250578 0.263457 19.6879
4.27444 5.49482 0.0250575 0.263448 19.6879
4.27444 5.49482 0.0250573 0.263441 19.6879
xi P(cls 1 | xi) P(cls 2 | xi) P(cls 3 | xi) P(cls 4 | xi) P(cls 5 | xi)
[1,] 9 5.09455e-10 1 0 6.49459e-113 6.08044e-20
[2,] 10 5.65233e-09 1 0 9.01516e-95 2.34302e-19
[3,] 11 5.95365e-08 1 0 3.37232e-78 1.02942e-18
[4,] 13.78 3.15435e-05 0.999968 0 2.26172e-40 1.256e-16
[5,] 13.85 3.67494e-05 0.999963 0 1.41368e-39 1.43617e-16
[6,] 14.04 5.55594e-05 0.999944 1.37022e-318 1.87029e-37 2.07314e-16
[7,] 14.71 0.000235075 0.999765 3.99704e-252 1.99979e-30 7.85541e-16
[8,] 15.03 0.000464268 0.999536 4.1046e-223 2.56737e-27 1.51513e-15
[9,] 15.09 0.000527134 0.999473 7.18193e-218 9.42827e-27 1.71625e-15
[10,] 15.2 0.000664985 0.999335 2.02782e-208 9.89642e-26 2.15945e-15
[11,] 15.26 0.00075461 0.999245 2.36597e-203 3.50269e-25 2.44931e-15
[12,] 16.12 0.0045161 0.995484 1.49414e-137 6.17091e-18 1.56512e-14
[13,] 16.27 0.00613989 0.99386 2.20735e-127 8.6073e-17 2.1824e-14
[14,] 19.87 0.295363 0.0410466 0.386667 0.276923 6.63437e-12
[15,] 20 0.196246 0.0214026 0.537444 0.244908 4.9254e-12
[16,] 20.05 0.181383 0.0180253 0.551929 0.248662 4.75483e-12
[17,] 20.26 0.221406 0.0149105 0.355018 0.408665 7.00263e-12
[18,] 20.28 0.231203 0.0150056 0.318366 0.435426 7.44753e-12
[19,] 20.35 0.265358 0.0151362 0.189254 0.530252 9.11843e-12
[20,] 20.69 0.321422 0.00982805 0.00059094 0.668159 1.53124e-11
[21,] 21 0.396415 0.00690107 5.83897e-08 0.596684 2.59114e-11
[22,] 21.15 0.464703 0.00617097 1.81487e-10 0.529126 3.56231e-11
[23,] 21.2 0.492295 0.00597475 2.18224e-11 0.50173 3.98338e-11
[24,] 21.25 0.522128 0.0057922 2.37896e-12 0.47208 4.4614e-11
[25,] 21.67 0.807822 0.00423431 3.67733e-22 0.187944 1.1109e-10
Max BIC Score: -117.204
Cluster achieving max score:1