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michelole/MIE2017-Oleynik-MorphologyResults.txt

Last active February 10, 2017 15:29
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Detailed results for the ICD-O morphology attribution task (presented at MIE 2017).
Raw
MIE2017-Oleynik-MorphologyResults.txt
Correctly Classified Instances 13803 74.2137 %
Incorrectly Classified Instances 4796 25.7863 %
Kappa statistic 0.7037
Mean absolute error 0.0105
Root mean squared error 0.1026
Relative absolute error 29.2306 %
Root relative squared error 76.4722 %
Total Number of Instances 18599
=== Detailed Accuracy By Class ===
TP Rate FP Rate Precision Recall F-Measure ROC Area Class
0 0 0 0 0 0.5 800
0.13 0.006 0.287 0.13 0.179 0.562 801-804
0.728 0.057 0.691 0.728 0.709 0.835 805-808
0.893 0.022 0.801 0.893 0.844 0.935 809-811
0.74 0.004 0.814 0.74 0.775 0.868 812-813
0.765 0.121 0.61 0.765 0.679 0.822 814-838
0 0 0 0 0 0.5 839-842
0.44 0 0.759 0.44 0.557 0.72 843
0.426 0.009 0.616 0.426 0.503 0.708 844-849
0.87 0.034 0.851 0.87 0.86 0.918 850-854
0.847 0.008 0.868 0.847 0.858 0.92 855
0 0 0 0 0 0.5 856-857
0.588 0 1 0.588 0.741 0.794 858
0 0 0 0 0 0.5 859-867
0.577 0 1 0.577 0.732 0.788 868-871
0.813 0.01 0.87 0.813 0.841 0.901 872-879
0.5 0.005 0.476 0.5 0.488 0.747 880
0.452 0.003 0.555 0.452 0.498 0.725 881-883
0 0 0 0 0 0.5 884
0.587 0.001 0.8 0.587 0.677 0.793 885-888
0.376 0.001 0.746 0.376 0.5 0.687 889-892
0.443 0.002 0.646 0.443 0.526 0.721 893-899
0 0 0 0 0 0.5 900-903
0.508 0.001 0.75 0.508 0.606 0.754 904
0.5 0 0.737 0.5 0.596 0.75 905
0.707 0.001 0.886 0.707 0.786 0.853 906-909
0 0 0 0 0 0.5 910
0 0 0 0 0 ? 911
0.245 0 0.857 0.245 0.381 0.622 912-916
0 0 0 0 0 0.5 917
0.639 0.002 0.746 0.639 0.688 0.819 918-924
0.235 0 1 0.235 0.381 0.618 925
0.303 0 0.588 0.303 0.4 0.651 926
0 0 0 0 0 0.5 927-934
0.436 0.001 0.632 0.436 0.516 0.718 935-937
0.705 0.002 0.823 0.705 0.759 0.851 938-948
0.595 0.001 0.857 0.595 0.703 0.797 949-952
0 0 0 0 0 0.5 953
0.371 0 0.813 0.371 0.51 0.686 954-957
0 0 0 0 0 0.5 958
0.874 0.007 0.851 0.874 0.863 0.933 959-972
0.389 0 0.917 0.389 0.547 0.695 973
0 0 0 0 0 ? 974
0 0 0 0 0 0.5 975
0 0 0 0 0 0.5 976
0.185 0.001 0.587 0.185 0.281 0.592 980-994
0 0 0 0 0 0.5 995-996
0 0 0 0 0 ? 997
0.083 0 0.2 0.083 0.118 0.542 998
Weighted Avg. 0.742 0.043 0.735 0.742 0.732 0.849
=== Confusion Matrix ===
a b c d e f g h i j k l m n o p q r s t u v w x y z aa ab ac ad ae af ag ah ai aj ak al am an ao ap aq ar as at au av aw <-- classified as
0 7 11 4 5 54 0 0 0 9 1 0 0 0 0 0 0 0 0 0 0 2 0 0 0 3 0 0 0 0 0 0 0 0 0 0 1 0 0 0 3 0 0 0 0 0 0 0 0 | a = 800
1 47 103 5 3 120 0 1 4 56 2 0 0 0 0 3 5 2 0 0 0 1 0 0 0 1 0 0 0 0 2 0 0 0 0 1 0 0 0 0 5 0 0 0 0 0 0 0 0 | b = 801-804
0 36 2027 149 27 381 0 3 8 89 10 0 0 0 0 29 1 1 0 0 1 2 0 0 2 0 0 0 0 0 6 0 0 0 1 2 1 0 1 0 6 2 0 0 0 1 0 0 0 | c = 805-808
1 2 79 1521 0 40 0 0 1 13 3 0 0 0 0 38 0 1 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 | d = 809-811
0 1 39 2 284 49 0 0 3 0 2 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 | e = 812-813
3 30 307 42 17 2818 0 3 110 174 109 0 0 0 0 25 3 3 0 0 1 5 0 0 1 5 0 0 0 0 6 0 0 0 0 7 0 0 0 0 15 0 0 0 0 0 1 0 0 | f = 814-838
0 0 2 4 0 0 0 0 0 6 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 | g = 839-842
0 1 13 0 0 9 0 22 0 3 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 | h = 843
0 3 19 6 3 262 0 0 263 53 1 0 0 0 0 3 1 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 | i = 844-849
0 15 91 26 0 262 0 0 20 2966 0 2 0 0 0 15 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 7 1 0 0 0 0 0 0 0 | j = 850-854
0 0 19 14 7 106 0 0 0 5 897 0 0 0 0 6 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 | k = 855
0 1 9 1 0 13 0 0 0 9 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 | l = 856-857
0 0 0 0 0 5 0 0 0 2 0 0 10 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 | m = 858
0 0 1 0 0 8 0 0 5 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 | n = 859-867
0 0 3 0 0 7 0 0 0 0 0 0 0 0 15 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 | o = 868-871
0 6 55 93 0 76 0 0 0 26 5 0 0 0 0 1198 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 2 0 2 0 0 0 0 1 0 0 0 | p = 872-879
0 1 6 2 0 28 0 0 1 5 0 0 0 0 0 4 91 17 0 5 9 5 0 4 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 | q = 880
0 1 11 6 0 19 0 0 1 7 0 0 0 0 0 8 23 66 0 3 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 | r = 881-883
0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 2 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 | s = 884
0 0 4 0 0 20 0 0 1 2 0 0 0 0 0 6 7 4 0 64 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 | t = 885-888
0 4 11 1 0 23 0 0 0 3 0 0 0 0 0 1 20 5 0 3 53 4 0 1 0 1 0 0 0 0 0 0 2 0 1 0 4 0 0 0 4 0 0 0 0 0 0 0 0 | u = 889-892
0 0 4 0 2 38 0 0 3 2 0 0 0 0 0 1 10 1 0 0 2 51 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 | v = 893-899
0 0 0 0 0 1 0 0 1 9 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 | w = 900-903
0 0 1 1 1 9 0 0 0 0 0 0 0 0 0 3 8 4 0 1 3 0 0 33 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 | x = 904
0 2 1 0 0 7 0 0 3 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 14 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 | y = 905
0 1 11 0 0 34 0 0 2 5 0 0 0 0 0 0 0 1 0 0 0 3 0 0 0 147 0 0 0 0 0 0 0 0 0 1 1 0 0 0 2 0 0 0 0 0 0 0 0 | z = 906-909
0 1 1 0 0 2 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 | aa = 910
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 | ab = 911
0 0 4 4 0 10 0 0 0 5 0 0 0 0 0 4 3 5 0 0 0 0 0 1 0 0 0 0 12 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 | ac = 912-916
0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 | ad = 917
0 0 12 0 0 19 0 0 0 3 0 0 0 0 0 0 3 2 0 2 0 0 0 3 0 0 0 0 1 0 85 0 1 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 | ae = 918-924
0 0 2 0 0 4 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 | af = 925
0 0 2 1 0 1 0 0 0 1 0 0 0 0 0 0 2 0 0 0 0 1 0 0 0 0 0 0 0 0 4 0 10 0 5 1 1 0 0 0 4 0 0 0 0 0 0 0 0 | ag = 926
0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 | ah = 927-934
0 3 4 0 0 15 0 0 0 2 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 24 3 0 0 0 0 3 0 0 0 0 0 0 0 0 | ai = 935-937
0 0 10 2 0 32 0 0 0 4 0 0 0 0 0 2 1 2 0 0 0 0 0 0 0 1 0 0 0 0 0 0 4 0 7 167 0 0 0 0 4 0 0 0 0 1 0 0 0 | aj = 938-948
0 0 7 0 0 14 0 0 0 0 0 0 0 0 0 18 0 0 0 0 1 2 0 0 0 1 0 0 0 0 0 0 0 0 0 5 78 0 0 0 5 0 0 0 0 0 0 0 0 | ak = 949-952
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 | al = 953
0 0 4 1 0 8 0 0 0 0 0 0 0 0 0 1 3 3 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 13 0 0 0 0 0 0 0 0 0 0 | am = 954-957
0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 | an = 958
0 0 23 6 0 53 0 0 0 9 1 0 0 0 0 3 1 0 0 1 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 3 0 0 0 0 751 0 0 0 0 6 0 0 0 | ao = 959-972
0 2 9 2 0 30 0 0 0 3 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 16 44 0 0 0 4 0 0 0 | ap = 973
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 | aq = 974
0 0 1 1 0 3 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 | ar = 975
0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 | as = 976
0 0 26 6 0 32 0 0 0 9 0 0 0 0 0 3 1 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 36 1 0 0 0 27 0 0 4 | at = 980-994
0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 | au = 995-996
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 | av = 997
0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 4 0 0 1 | aw = 998
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