;%%-*- text -*-
;%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
;% This is a PROMISE data set made publicly available in order to encourage
;% repeatable, verifiable, refutable, and/or improvable predictive models
;% of software engineering.
;%
;% If you publish material based on PROMISE data sets then, please
;% follow the acknowledgment guidelines posted on the PROMISE repository
;% web page http://promise.site.uottawa.ca/SERepository .
;%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
;% 1. Title/Topic: KC3/software defect prediction
;%
;% (c) 2007 : Tim Menzies  : tim@menzies.us
;% This data set is distributed under the
;% Creative Commons Attribution-Share Alike 3.0 License
;% http://creativecommons.org/licenses/by-sa/3.0/
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;% For more deatils on this data set, see
;% http://promisedata.org/repository/data/kc2/kc2.arff
(defun kc3 ()
  (data
    :name 'kc3
    :columns '(?$LOC_BLANK ?$BRANCH_COUNT ?$CALL_PAIRS ?$LOC_CODE_AND_COMMENT ?$LOC_COMMENTS ?$CONDITION_COUNT ?$CYCLOMATIC_COMPLEXITY ?$CYCLOMATIC_DENSITY ?$DECISION_COUNT ?$DECISION_DENSITY ?$DESIGN_COMPLEXITY ?$DESIGN_DENSITY ?$EDGE_COUNT ?$ESSENTIAL_COMPLEXITY ?$ESSENTIAL_DENSITY $LOC_EXECUTABLE ?$PARAMETER_COUNT ?$GLOBAL_DATA_COMPLEXITY ?$GLOBAL_DATA_DENSITY ?$HALSTEAD_CONTENT ?$HALSTEAD_DIFFICULTY ?$HALSTEAD_EFFORT ?$HALSTEAD_ERROR_EST $HALSTEAD_LENGTH ?$HALSTEAD_LEVEL $HALSTEAD_PROG_TIME ?$HALSTEAD_VOLUME ?$MAINTENANCE_SEVERITY ?$MODIFIED_CONDITION_COUNT ?$MULTIPLE_CONDITION_COUNT ?$NODE_COUNT ?$NORMALIZED_CYLOMATIC_COMPLEXITY ?$NUM_OPERANDS ?$NUM_OPERATORS ?$NUM_UNIQUE_OPERANDS ?$NUM_UNIQUE_OPERATORS ?$NUMBER_OF_LINES ?$PERCENT_COMMENTS ?$LOC_TOTAL c)
    :egs
    '(
      (0 1 1 0 0 0 1 0.33 0 0 1 1 2 1 0 3 1 1 1 9.51 3 85.59 0.01 9 0.33 4.75 28.53 1 0 0 3 0.25 3 6 3 6 4 0 3 FALSE)
      (1 5 4 0 0 8 3 0.27 4 2.0 3 1 13 1 0 11 1 3 1 23.27 11.38 3010.96 0.09 57 0.09 167.28 264.7 0.33 2 4 12 0.23 21 36 12 13 13 0 11 FALSE)
      (0 1 0 0 0 0 1 0.33 0 0 1 1 1 1 0 3 1 1 1 3.62 5 90.47 0.01 7 0.2 5.03 18.09 1 0 0 2 0.25 2 5 1 5 4 0 3 FALSE)
      (0 1 0 0 0 0 1 0.33 0 0 1 1 1 1 0 3 0 1 1 7.86 2.5 49.13 0.01 7 0.4 2.73 19.65 1 0 0 2 0.25 2 5 2 5 4 0 3 FALSE)
      (5 18 18 0 2 20 10 0.17 10 2.0 8 0.8 62 5 0.44 58 0 9 0.9 69.5 23.96 39892.13 0.56 269 0.04 2216.23 1665.06 0.5 5 10 54 0.15 92 177 48 25 66 3.33 58 FALSE)
      (0 1 2 0 0 0 1 0.17 0 0 1 1 3 1 0 6 0 1 1 21.8 6.19 834.61 0.04 33 0.16 46.37 134.89 1 0 0 4 0.14 11 22 8 9 7 0 6 FALSE)
      (1 1 2 0 0 0 1 0.17 0 0 1 1 3 1 0 6 3 1 1 26.01 7.86 1605.45 0.07 44 0.13 89.19 204.33 1 0 0 4 0.11 20 24 14 11 9 0 6 FALSE)
      (0 3 1 0 0 4 2 0.22 2 2.0 1 0.5 6 1 0 9 1 1 0.5 14.87 8.57 1092.32 0.04 30 0.12 60.68 127.44 0.5 1 2 6 0.2 10 20 7 12 10 0 9 FALSE)
      (0 1 1 0 0 0 1 0.33 0 0 1 1 2 1 0 3 1 1 1 9.51 3 85.59 0.01 9 0.33 4.75 28.53 1 0 0 3 0.25 3 6 3 6 4 0 3 FALSE)
      (1 7 4 0 0 8 4 0.5 2 4.0 3 0.75 14 1 0 8 2 4 1 15.19 14 2976.5 0.07 47 0.07 165.36 212.61 0.25 3 4 12 0.4 18 29 9 14 10 0 8 FALSE)
      (0 1 0 0 0 0 1 1 0 0 1 1 1 1 0 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 2 1 0 1 0 1 1 0 0 FALSE)
      (5 19 24 0 0 24 11 0.15 12 2.0 11 1 81 7 0.6 71 0 10 0.91 122.92 19.86 48468.15 0.81 385 0.05 2692.68 2440.84 0.64 6 12 72 0.14 139 246 63 18 78 0 71 FALSE)
      (0 1 2 0 0 0 1 0.25 0 0 1 1 3 1 0 4 0 1 1 10.87 3.5 133.14 0.01 12 0.29 7.4 38.04 1 0 0 4 0.2 2 10 2 7 5 0 4 FALSE)
      (3 3 5 0 5 4 2 0.29 2 2.0 2 1 11 1 0 7 0 2 1 20.1 11.7 2752.14 0.08 52 0.09 152.9 235.23 0.5 1 2 11 0.13 18 34 10 13 16 41.67 7 FALSE)
      (9 12 10 0 8 16 7 0.21 8 2.0 6 0.86 38 1 0 34 1 5 0.71 54.94 20.4 22864.72 0.37 193 0.05 1270.26 1120.82 0.14 4 8 33 0.13 68 125 35 21 53 19.05 34 FALSE)
      (0 8 6 0 1 8 5 0.28 4 2.0 3 0.6 22 3 0.5 18 1 3 0.6 33.38 14.25 6778.53 0.16 90 0.07 376.58 475.69 0.6 2 4 19 0.25 30 60 20 19 20 5.26 18 FALSE)
      (0 1 1 0 0 0 1 0.33 0 0 1 1 2 1 0 3 0 1 1 6.2 2.5 38.77 0.01 6 0.4 2.15 15.51 1 0 0 3 0.25 1 5 1 5 4 0 3 FALSE)
      (0 5 4 0 0 8 3 0.21 4 2.0 3 1 15 3 1 14 1 1 0.33 26.73 9.21 2266.4 0.08 53 0.11 125.91 246.12 1 2 4 14 0.2 17 36 12 13 15 0 14 FALSE)
      (0 3 10 0 0 4 2 0.11 2 2.0 2 1 26 1 0 19 0 2 1 48.56 17.22 14395 0.28 163 0.06 799.72 836.07 0.5 1 2 26 0.1 66 97 23 12 20 0 19 FALSE)
      (5 6 6 1 0 4 4 0.18 2 2.0 3 0.75 19 1 0 21 0 3 0.75 32.17 13.68 6017.65 0.15 88 0.07 334.31 440 0.25 1 2 17 0.14 31 57 17 15 28 4.55 22 TRUE)
      (1 6 7 0 1 0 5 0.19 0 0 4 0.8 24 1 0 27 0 4 0.8 54.2 14.04 10683.73 0.25 145 0.07 593.54 760.95 0.2 0 0 21 0.17 54 91 25 13 30 3.57 27 TRUE)
      (0 1 1 0 0 0 1 0.33 0 0 1 1 2 1 0 3 0 1 1 5.43 7 266.27 0.01 12 0.14 14.79 38.04 1 0 0 3 0.25 4 8 2 7 4 0 3 FALSE)
      (0 1 1 0 0 0 1 0.33 0 0 1 1 2 1 0 3 0 1 1 8 3 72 0.01 8 0.33 4 24 1 0 0 3 0.25 2 6 2 6 4 0 3 FALSE)
      (3 11 6 0 0 20 6 0.24 10 2.0 6 1 35 1 0 25 1 6 1 30.2 25 18875 0.25 151 0.04 1048.61 755 0.17 5 10 31 0.21 50 101 16 16 29 0 25 FALSE)
      (1 3 5 0 1 4 2 0.22 2 2.0 2 1 12 1 0 9 3 2 1 29.06 11.2 3645.43 0.11 67 0.09 202.52 325.48 0.5 1 2 12 0.17 24 43 15 14 12 10 9 FALSE)
      (1 3 3 0 0 4 2 0.25 2 2.0 2 1 8 1 0 8 1 2 1 15.23 10.5 1679.07 0.05 37 0.1 93.28 159.91 0.5 1 2 8 0.2 14 23 8 12 10 0 8 FALSE)
      (5 18 15 0 0 26 10 0.19 12 2.17 10 1 65 5 0.44 52 0 9 0.9 80.76 27.14 59492.48 0.73 353 0.04 3305.14 2191.94 0.5 7 13 57 0.17 137 216 53 21 59 0 52 FALSE)
      (2 1 3 0 1 0 1 0.2 0 0 1 1 4 1 0 5 0 1 1 23.96 5.85 820.06 0.05 33 0.17 45.56 140.18 1 0 0 5 0.11 13 20 10 9 9 16.67 5 FALSE)
      (1 3 3 0 0 4 2 0.5 2 2.0 2 1 9 1 0 4 0 2 1 19.29 6.72 871.59 0.04 30 0.15 48.42 129.66 0.5 1 2 9 0.33 11 19 9 11 6 0 4 FALSE)
      (0 1 0 0 0 0 1 0.33 0 0 1 1 1 1 0 3 1 1 1 3.62 5 90.47 0.01 7 0.2 5.03 18.09 1 0 0 2 0.25 2 5 1 5 4 0 3 FALSE)
      (0 1 0 0 0 0 1 0.33 0 0 1 1 1 1 0 3 0 1 1 5.33 1.5 12 0 4 0.67 0.67 8 1 0 0 2 0.25 1 3 1 3 4 0 3 FALSE)
      (0 1 2 0 0 0 1 0.25 0 0 1 1 3 1 0 4 0 1 1 13.44 4 215.1 0.02 15 0.25 11.95 53.77 1 0 0 4 0.2 4 11 4 8 5 0 4 FALSE)
      (3 15 9 1 4 4 10 0.23 2 2.0 8 0.8 45 1 0 42 0 7 0.7 58.91 16.11 15290.22 0.32 176 0.06 849.46 949.05 0.1 1 2 37 0.19 58 118 27 15 52 10.64 43 FALSE)
      (0 4 3 1 0 0 3 0.3 0 0 2 0.67 10 1 0 9 0 2 0.67 16.46 7.2 853.46 0.04 29 0.14 47.41 118.54 0.33 0 0 9 0.27 6 23 5 12 11 10 10 FALSE)
      (0 1 1 0 0 0 1 0.14 0 0 1 1 2 1 0 7 0 1 1 12.19 5 304.72 0.02 17 0.2 16.93 60.94 1 0 0 3 0.13 5 12 4 8 8 0 7 FALSE)
      (1 4 5 0 0 0 3 0.21 0 0 2 0.67 12 1 0 14 0 2 0.67 37.67 8.13 2486.68 0.1 63 0.12 138.15 306.05 0.33 0 0 11 0.18 20 43 16 13 17 0 14 FALSE)
      (9 34 28 1 27 56 18 0.22 26 2.15 15 0.83 116 10 0.53 81 3 16 0.89 93.63 43.69 178710.34 1.36 608 0.02 9928.35 4090.58 0.56 15 28 100 0.15 232 376 77 29 121 25.69 82 FALSE)
      (0 1 1 0 0 0 1 1 0 0 1 1 2 1 0 0 1 1 1 9.51 3 85.59 0.01 9 0.33 4.75 28.53 1 0 0 3 1 3 6 3 6 1 0 0 FALSE)
      (1 3 3 0 0 4 2 0.25 2 2.0 2 1 8 1 0 8 1 2 1 15.23 10.5 1679.07 0.05 37 0.1 93.28 159.91 0.5 1 2 8 0.2 14 23 8 12 10 0 8 FALSE)
      (0 1 2 0 0 0 1 0.2 0 0 1 1 3 1 0 5 0 1 1 26.28 4.2 463.52 0.04 27 0.24 25.75 110.36 1 0 0 4 0.17 12 15 10 7 6 0 5 FALSE)
      (1 20 11 0 2 26 11 0.28 10 2.6 8 0.73 52 1 0 39 3 10 0.91 60.86 22 29456.04 0.45 224 0.05 1636.45 1338.91 0.09 8 13 43 0.25 82 142 41 22 44 4.88 39 FALSE)
      (0 4 3 1 0 0 3 0.3 0 0 2 0.67 10 1 0 9 0 2 0.67 16.46 7.2 853.46 0.04 29 0.14 47.41 118.54 0.33 0 0 9 0.27 6 23 5 12 11 10 10 FALSE)
      (5 3 6 0 1 4 2 0.12 2 2.0 2 1 17 1 0 17 1 1 0.5 50.08 14 9816.39 0.23 139 0.07 545.36 701.17 0.5 1 2 17 0.08 56 83 22 11 24 5.56 17 FALSE)
      (12 14 22 0 1 10 9 0.14 4 2.5 7 0.78 68 4 0.38 66 0 6 0.67 116.42 23.48 64177.21 0.91 418 0.04 3565.4 2733.37 0.44 3 5 61 0.11 161 257 72 21 81 1.49 66 FALSE)
      (0 1 1 0 0 0 1 0.17 0 0 1 1 2 1 0 6 0 1 1 7.75 6 279.04 0.02 14 0.17 15.5 46.51 1 0 0 3 0.14 3 11 2 8 7 0 6 FALSE)
      (0 1 2 0 0 0 1 0.17 0 0 1 1 3 1 0 6 0 1 1 14.68 8.25 999.19 0.04 31 0.12 55.51 121.11 1 0 0 4 0.14 11 20 6 9 7 0 6 FALSE)
      (3 5 7 1 2 8 3 0.18 4 2.0 1 0.33 18 1 0 16 0 3 1 44.98 14.69 9703.67 0.22 125 0.07 539.09 660.68 0.33 2 4 17 0.12 47 78 24 15 25 15.79 17 FALSE)
      (2 3 5 0 1 4 2 0.25 2 2.0 2 1 10 1 0 8 1 2 1 26.84 8.18 1796.86 0.07 50 0.12 99.83 219.62 0.5 1 2 10 0.17 18 32 11 10 12 11.11 8 FALSE)
      (0 3 7 0 0 4 2 0.17 2 2.0 2 1 14 1 0 12 1 1 0.5 41.57 8.24 2819.37 0.11 72 0.12 156.63 342.35 0.5 1 2 14 0.15 28 44 17 10 13 0 12 FALSE)
      (0 1 1 0 0 0 1 0.33 0 0 1 1 2 1 0 3 0 1 1 6.2 2.5 38.77 0.01 6 0.4 2.15 15.51 1 0 0 3 0.25 1 5 1 5 4 0 3 FALSE)
      (2 4 3 0 0 0 3 0.21 0 0 3 1 11 1 0 14 1 3 1 26.15 9.17 2197.7 0.08 53 0.11 122.09 239.75 0.33 0 0 10 0.17 20 33 12 11 18 0 14 FALSE)
      (0 1 0 0 0 0 1 0.33 0 0 1 1 1 1 0 3 0 1 1 5.33 1.5 12 0 4 0.67 0.67 8 1 0 0 2 0.25 1 3 1 3 4 0 3 FALSE)
      (9 3 9 0 4 4 2 0.1 2 2.0 2 1 22 1 0 21 0 1 0.5 71.77 11.08 8806.58 0.27 155 0.09 489.25 795.04 0.5 1 2 22 0.06 64 91 26 9 35 16 21 FALSE)
      (0 1 2 0 0 0 1 0.2 0 0 1 1 3 1 0 5 0 1 1 26.28 4.2 463.52 0.04 27 0.24 25.75 110.36 1 0 0 4 0.17 12 15 10 7 6 0 5 FALSE)
      (1 1 3 0 0 0 1 0.2 0 0 1 1 4 1 0 5 3 1 1 34.59 3.55 434.76 0.04 30 0.28 24.15 122.62 1 0 0 5 0.13 13 17 11 6 8 0 5 FALSE)
      (0 1 1 0 0 0 1 0.33 0 0 1 1 2 1 0 3 1 1 1 9.51 3 85.59 0.01 9 0.33 4.75 28.53 1 0 0 3 0.25 3 6 3 6 4 0 3 FALSE)
      (0 1 1 0 0 0 1 1 0 0 1 1 2 1 0 0 1 1 1 9.51 3 85.59 0.01 9 0.33 4.75 28.53 1 0 0 3 1 3 6 3 6 1 0 0 FALSE)
      (0 6 3 0 0 4 4 0.31 2 2.0 3 0.75 14 1 0 13 0 2 0.5 21.05 11.25 2664.41 0.08 51 0.09 148.02 236.84 0.25 1 2 12 0.29 15 36 10 15 14 0 13 FALSE)
      (0 1 1 0 1 0 1 0.25 0 0 1 1 2 1 0 4 0 1 1 6.64 6 239.18 0.01 12 0.17 13.29 39.86 1 0 0 3 0.17 3 9 2 8 6 20 4 FALSE)
      (0 1 1 0 0 0 1 0.33 0 0 1 1 2 1 0 3 0 1 1 8 3 72 0.01 8 0.33 4 24 1 0 0 3 0.25 2 6 2 6 4 0 3 FALSE)
      (0 1 0 0 0 0 1 1 0 0 1 1 1 1 0 0 0 0 0 5.33 1.5 12 0 4 0.67 0.67 8 1 0 0 2 1 1 3 1 3 1 0 0 FALSE)
      (6 18 17 0 1 28 10 0.15 14 2.0 9 0.9 68 1 0 67 0 7 0.7 65.16 27.99 51033.62 0.61 314 0.04 2835.2 1823.51 0.1 7 14 60 0.13 109 205 37 19 75 1.47 67 FALSE)
      (1 7 1 0 0 12 4 0.31 6 2.0 4 1 16 1 0 13 0 4 1 16.11 13.71 3029.38 0.07 52 0.07 168.3 220.89 0.25 3 6 14 0.27 16 36 7 12 15 0 13 FALSE)
      (0 1 1 0 0 0 1 0.5 0 0 1 1 2 1 0 2 0 1 1 6.2 2.5 38.77 0.01 6 0.4 2.15 15.51 1 0 0 3 0.33 1 5 1 5 3 0 2 FALSE)
      (0 1 0 0 0 0 1 0.5 0 0 1 1 1 1 0 2 0 0 0 0 0 0 0 1 0 0 0 1 0 0 2 0.33 0 1 0 1 3 0 2 FALSE)
      (0 1 1 0 0 0 1 0.33 0 0 1 1 2 1 0 3 0 1 1 6.2 2.5 38.77 0.01 6 0.4 2.15 15.51 1 0 0 3 0.25 1 5 1 5 4 0 3 FALSE)
      (0 1 0 0 0 0 1 0.33 0 0 1 1 1 1 0 3 0 1 1 6.2 2.5 38.77 0.01 6 0.4 2.15 15.51 1 0 0 2 0.25 1 5 1 5 4 0 3 FALSE)
      (1 5 5 0 4 0 4 0.14 0 0 3 0.75 20 1 0 29 3 3 0.75 47.03 16.63 12999.77 0.26 149 0.06 722.21 781.94 0.25 0 0 18 0.11 57 92 24 14 38 12.12 29 FALSE)
      (0 1 4 0 0 0 1 0.17 0 0 1 1 5 1 0 6 1 1 1 30.14 6.15 1141.33 0.06 41 0.16 63.41 185.47 1 0 0 6 0.14 16 25 13 10 7 0 6 TRUE)
      (5 11 11 0 2 20 6 0.27 10 2.0 5 0.83 36 1 0 22 2 5 0.83 35.31 19.55 13490.6 0.23 128 0.05 749.48 690.22 0.17 5 10 32 0.19 43 85 22 20 31 8.33 22 FALSE)
      (1 6 6 0 0 4 4 0.21 2 2.0 3 0.75 18 3 0.67 19 0 3 0.75 29.26 13.5 5332.5 0.13 79 0.07 296.25 395 0.75 1 2 16 0.18 27 52 16 16 22 0 19 FALSE)
      (1 1 4 0 0 0 1 0.14 0 0 1 1 6 1 0 7 0 1 1 23.88 7.65 1397.36 0.06 43 0.13 77.63 182.66 1 0 0 7 0.11 17 26 10 9 9 0 7 FALSE)
      (0 1 2 0 0 0 1 0.25 0 0 1 1 3 1 0 4 0 1 1 16.5 2 66 0.01 11 0.5 3.67 33 1 0 0 4 0.2 4 7 4 4 5 0 4 FALSE)
      (0 1 0 0 0 0 1 0.33 0 0 1 1 1 1 0 3 1 1 1 3.62 5 90.47 0.01 7 0.2 5.03 18.09 1 0 0 2 0.25 2 5 1 5 4 0 3 FALSE)
      (7 1 6 0 4 0 1 0.05 0 0 1 1 14 1 0 21 0 1 1 69.8 10.02 7011.39 0.23 144 0.1 389.52 699.55 1 0 0 15 0.03 63 81 22 7 33 16 21 FALSE)
      (7 27 9 1 4 46 14 0.33 20 2.3 12 0.86 64 6 0.38 42 0 11 0.79 35.69 27.62 27226.57 0.33 184 0.04 1512.59 985.79 0.43 13 23 52 0.25 58 126 21 20 57 10.64 43 TRUE)
      (1 5 3 0 0 8 3 0.25 4 2.0 3 1 13 1 0 12 1 3 1 26.16 9.23 2229.05 0.08 52 0.11 123.84 241.48 0.33 2 4 12 0.21 20 32 13 12 14 0 12 FALSE)
      (0 1 0 0 0 0 1 0.25 0 0 1 1 1 1 0 4 0 0 0 9.47 2.67 67.38 0.01 9 0.38 3.74 25.27 1 0 0 2 0.2 4 5 3 4 5 0 4 FALSE)
      (15 13 14 0 0 0 9 0.14 0 0 9 1 55 1 0 64 0 6 0.67 89.26 20.71 38301.26 0.62 317 0.05 2127.85 1849.03 0.11 0 0 48 0.11 116 201 42 15 80 0 64 FALSE)
      (1 1 5 0 0 0 1 0.1 0 0 1 1 16 1 0 10 0 1 1 82.4 6.85 3871.09 0.19 114 0.15 215.06 564.78 1 0 0 17 0.08 47 67 24 7 13 0 10 FALSE)
      (0 1 2 0 0 0 1 0.2 0 0 1 1 3 1 0 5 0 1 1 26.28 4.2 463.52 0.04 27 0.24 25.75 110.36 1 0 0 4 0.17 12 15 10 7 6 0 5 FALSE)
      (24 45 36 1 8 58 25 0.21 24 2.42 23 0.92 150 8 0.29 117 0 23 0.92 142.73 32.85 154013.92 1.56 680 0.03 8556.33 4688.48 0.32 17 29 127 0.17 235 445 93 26 151 7.14 118 FALSE)
      (1 1 4 0 0 0 1 0.2 0 0 1 1 5 1 0 5 0 1 1 25.02 5.5 756.84 0.05 33 0.18 42.05 137.61 1 0 0 6 0.13 11 22 9 9 8 0 5 FALSE)
      (2 1 6 0 2 0 1 0.1 0 0 1 1 8 1 0 10 2 1 1 50.45 8.37 3534.13 0.14 83 0.12 196.34 422.26 1 0 0 9 0.06 35 48 23 11 16 16.67 10 FALSE)
      (0 1 2 0 0 0 1 0.25 0 0 1 1 3 1 0 4 1 1 1 14.28 5.33 406.12 0.03 20 0.19 22.56 76.15 1 0 0 4 0.2 8 12 6 8 5 0 4 FALSE)
      (0 1 0 0 0 0 1 0.33 0 0 1 1 1 1 0 3 0 1 1 5.33 1.5 12 0 4 0.67 0.67 8 1 0 0 2 0.25 1 3 1 3 4 0 3 FALSE)
      (3 5 3 0 1 6 3 0.27 2 3.0 2 0.67 13 3 1 11 1 1 0.33 29.72 13.6 5496.65 0.13 85 0.07 305.37 404.17 1 2 3 12 0.19 34 51 15 12 16 8.33 11 FALSE)
      (8 22 35 0 0 16 15 0.14 8 2.0 14 0.93 109 5 0.29 107 0 15 1 189.82 24.81 116852.98 1.57 675 0.04 6491.83 4709.66 0.33 4 8 96 0.13 263 412 106 20 118 0 107 TRUE)
      (0 1 0 0 0 0 1 0.33 0 0 1 1 1 1 0 3 1 1 1 3.62 5 90.47 0.01 7 0.2 5.03 18.09 1 0 0 2 0.25 2 5 1 5 4 0 3 FALSE)
      (0 4 3 0 0 0 3 0.27 0 0 2 0.67 10 1 0 11 0 2 0.67 17.22 9.29 1484.89 0.05 37 0.11 82.49 159.91 0.33 0 0 9 0.25 10 27 7 13 12 0 11 FALSE)
      (0 1 2 0 0 0 1 0.25 0 0 1 1 3 1 0 4 0 0 0 11.86 4.38 227.03 0.02 15 0.23 12.61 51.89 1 0 0 4 0.2 5 10 4 7 5 0 4 FALSE)
      (0 1 0 0 0 0 1 1 0 0 1 1 1 1 0 0 0 0 0 5.33 1.5 12 0 4 0.67 0.67 8 1 0 0 2 1 1 3 1 3 1 0 0 FALSE)
      (2 7 5 0 2 0 5 0.2 0 0 4 0.8 23 1 0 25 0 4 0.8 38.54 15.17 8866.36 0.19 118 0.07 492.58 584.6 0.2 0 0 20 0.17 42 76 18 13 30 7.41 25 FALSE)
      (7 12 7 0 3 4 8 0.17 2 2.0 6 0.75 44 1 0 48 0 6 0.75 63.66 24.16 37151.02 0.51 266 0.04 2063.94 1537.84 0.13 1 2 38 0.13 108 158 38 17 60 5.88 48 FALSE)
      (0 1 0 0 0 0 1 0.33 0 0 1 1 1 1 0 3 1 1 1 3.62 5 90.47 0.01 7 0.2 5.03 18.09 1 0 0 2 0.25 2 5 1 5 4 0 3 FALSE)
      (0 3 3 0 0 4 2 0.22 2 2.0 2 1 8 1 0 9 1 2 1 17.88 9.33 1557.81 0.06 38 0.11 86.54 166.91 0.5 1 2 8 0.2 14 24 9 12 10 0 9 FALSE)
      (0 1 2 0 0 0 1 0.2 0 0 1 1 3 1 0 5 0 1 1 26.28 4.2 463.52 0.04 27 0.24 25.75 110.36 1 0 0 4 0.17 12 15 10 7 6 0 5 FALSE)
      (8 16 13 0 9 20 10 0.22 10 2.0 8 0.8 56 1 0 46 2 7 0.7 65.15 27.14 47999.33 0.59 297 0.04 2666.63 1768.4 0.1 5 10 48 0.15 114 183 42 20 65 16.36 46 FALSE)
      (0 1 0 0 0 0 1 0.33 0 0 1 1 1 1 0 3 1 1 1 3.62 5 90.47 0.01 7 0.2 5.03 18.09 1 0 0 2 0.25 2 5 1 5 4 0 3 FALSE)
      (0 1 0 0 0 0 1 0.25 0 0 1 1 1 1 0 4 0 1 1 7.3 5 182.48 0.01 13 0.2 10.14 36.5 1 0 0 2 0.2 4 9 2 5 5 0 4 FALSE)
      (0 1 1 0 0 0 1 0.33 0 0 1 1 2 1 0 3 0 1 1 8 3 72 0.01 8 0.33 4 24 1 0 0 3 0.25 2 6 2 6 4 0 3 FALSE)
      (12 11 13 0 0 8 7 0.13 4 2.0 5 0.71 42 4 0.5 54 2 4 0.57 88.12 18.17 29080.61 0.53 271 0.06 1615.59 1600.77 0.57 2 4 37 0.1 109 162 45 15 67 0 54 FALSE)
      (0 3 3 0 0 4 2 0.5 2 2.0 2 1 9 1 0 4 0 1 0.5 19.46 3.5 238.4 0.02 19 0.29 13.24 68.11 0.5 1 2 9 0.4 5 14 5 7 5 0 4 FALSE)
      (0 1 0 0 0 0 1 0.33 0 0 1 1 1 1 0 3 0 1 1 5.33 1.5 12 0 4 0.67 0.67 8 1 0 0 2 0.25 1 3 1 3 4 0 3 FALSE)
      (0 3 6 0 0 4 2 0.13 2 2.0 2 1 12 1 0 16 2 2 1 27.13 15.06 6152.97 0.14 81 0.07 341.83 408.6 0.5 1 2 12 0.12 32 49 17 16 17 0 16 FALSE)
      (0 1 1 0 0 0 1 0.33 0 0 1 1 2 1 0 3 0 1 1 8 3 72 0.01 8 0.33 4 24 1 0 0 3 0.25 2 6 2 6 4 0 3 FALSE)
      (0 1 0 0 0 0 1 0.33 0 0 1 1 1 1 0 3 0 1 1 5.33 1.5 12 0 4 0.67 0.67 8 1 0 0 2 0.25 1 3 1 3 4 0 3 FALSE)
      (1 9 6 0 1 4 6 0.21 2 2.0 4 0.67 26 1 0 28 0 4 0.67 52.27 12.46 8112.64 0.22 125 0.08 450.7 651.18 0.17 1 2 22 0.19 46 79 24 13 32 3.45 28 FALSE)
      (0 3 4 0 0 4 2 0.25 2 2.0 2 1 9 1 0 8 2 2 1 20.81 9 1685.67 0.06 42 0.11 93.65 187.3 0.5 1 2 9 0.22 15 27 10 12 9 0 8 FALSE)
      (0 1 0 0 0 0 1 0.33 0 0 1 1 1 1 0 3 0 1 1 5.33 1.5 12 0 4 0.67 0.67 8 1 0 0 2 0.25 1 3 1 3 4 0 3 FALSE)
      (0 1 2 0 0 0 1 0.33 0 0 1 1 3 1 0 3 1 1 1 15.81 3.5 193.73 0.02 16 0.29 10.76 55.35 1 0 0 4 0.25 4 12 4 7 4 0 3 FALSE)
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      (0 1 0 0 0 0 1 0.33 0 0 1 1 1 1 0 3 0 0 0 5.33 1.5 12 0 4 0.67 0.67 8 1 0 0 2 0.25 1 3 1 3 4 0 3 FALSE)
      (19 18 23 0 1 16 11 0.13 8 2.0 9 0.82 79 7 0.6 88 2 8 0.73 151.9 21.7 71508.8 1.1 504 0.05 3972.71 3295.74 0.64 4 8 70 0.1 194 310 76 17 109 1.12 88 FALSE)
      (0 1 7 0 0 0 1 0.07 0 0 1 1 21 1 0 14 3 1 1 86.1 7.84 5292 0.23 135 0.13 294 675 1 0 0 22 0.06 56 79 25 7 16 0 14 FALSE)
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      (0 1 2 0 0 0 1 0.25 0 0 1 1 3 1 0 4 0 1 1 10.87 3.5 133.14 0.01 12 0.29 7.4 38.04 1 0 0 4 0.2 2 10 2 7 5 0 4 FALSE)
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      (0 5 4 0 0 8 3 0.18 4 2.0 3 1 15 3 1 17 1 2 0.67 24.56 12.25 3685.14 0.1 64 0.08 204.73 300.83 1 2 4 14 0.17 21 43 12 14 18 0 17 FALSE)
      (0 1 0 0 0 0 1 0.33 0 0 1 1 1 1 0 3 0 1 1 5.33 1.5 12 0 4 0.67 0.67 8 1 0 0 2 0.25 1 3 1 3 4 0 3 FALSE)
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      (0 7 5 0 0 10 4 0.29 4 2.5 2 0.5 19 3 0.67 14 1 2 0.5 31.35 9.97 3114.36 0.1 65 0.1 173.02 312.48 0.75 3 5 17 0.27 23 42 15 13 15 0 14 FALSE)
      (0 1 1 0 1 0 1 0.25 0 0 1 1 2 1 0 4 0 1 1 6.64 6 239.18 0.01 12 0.17 13.29 39.86 1 0 0 3 0.17 3 9 2 8 6 20 4 FALSE)
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      (1 3 3 0 0 4 2 0.25 2 2.0 2 1 9 1 0 8 1 1 0.5 18.67 7.71 1110.86 0.05 36 0.13 61.71 144 0.5 1 2 9 0.2 12 24 7 9 10 0 8 FALSE)
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      (0 3 3 0 0 4 2 0.5 2 2.0 2 1 9 1 0 4 2 2 1 16.32 4.67 355.35 0.03 20 0.21 19.74 76.15 0.5 1 2 9 0.4 7 13 6 8 5 0 4 FALSE)
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      (0 1 3 0 0 0 1 0.14 0 0 1 1 4 1 0 7 2 1 1 26.11 6.18 997.88 0.05 38 0.16 55.44 161.42 1 0 0 5 0.11 17 21 11 8 9 0 7 FALSE)
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      (0 3 3 0 0 6 2 0.5 2 3.0 2 1 11 1 0 4 1 2 1 14.83 7 726.48 0.03 30 0.14 40.36 103.78 0.5 2 3 11 0.4 8 22 4 7 5 0 4 FALSE)
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      (0 1 0 0 0 0 1 0.33 0 0 1 1 1 1 0 3 0 1 1 5.33 1.5 12 0 4 0.67 0.67 8 1 0 0 2 0.25 1 3 1 3 4 0 3 FALSE)
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      (0 1 0 0 0 0 1 0.33 0 0 1 1 1 1 0 3 0 1 1 5.33 1.5 12 0 4 0.67 0.67 8 1 0 0 2 0.25 1 3 1 3 4 0 3 FALSE)
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      (0 5 8 1 1 6 3 0.18 2 3.0 3 1 19 3 1 16 1 3 1 27.98 18 9065.86 0.17 99 0.06 503.66 503.66 1 2 3 18 0.16 32 67 16 18 19 11.11 17 TRUE)
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      )))