;%%-*- 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: MW1/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/ ;% ;% You are free: ;% ;% * to Share -- copy, distribute and transmit the work ;% * to Remix -- to adapt the work ;% ;% Under the following conditions: ;% ;% Attribution. You must attribute the work in the manner specified by ;% the author or licensor (but not in any way that suggests that they endorse ;% you or your use of the work). ;% ;% Share Alike. If you alter, transform, or build upon this work, you ;% may distribute the resulting work only under the same, similar or a ;% compatible license. ;% ;% * For any reuse or distribution, you must make clear to others the ;% license terms of this work. ;% * Any of the above conditions can be waived if you get permission from ;% the copyright holder. ;% * Apart from the remix rights granted under this license, nothing in ;% this license impairs or restricts the author's moral rights. ;% For more deatils on this data set, see ;% http://promisedata.org/repository/data/kc2/kc2.arff (defun mw1 () (data :name 'mw1 :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 ?$PARAMETER_COUNT ?$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 '( (2 1 0 0 3 0 1 0.17 0 0 1 1 1 1 0 6 1 14.09 5.4 410.98 0.03 22 0.19 22.83 76.11 1 0 0 2 0.08 9 13 5 6 12 33.33 6 FALSE) (3 5 4 0 4 8 3 0.25 4 2.0 3 1 11 1 0 12 2 42.23 6.94 2036.45 0.1 61 0.14 113.14 293.25 0.33 2 4 10 0.15 25 36 18 10 20 25 12 FALSE) (4 11 2 0 8 20 6 0.3 10 2.0 3 0.5 24 1 0 20 1 22.99 18.44 7817.84 0.14 82 0.05 434.32 423.93 0.17 5 10 20 0.18 33 49 17 19 33 28.57 20 FALSE) (2 7 4 0 1 12 4 0.25 6 2.0 4 1 19 4 1 16 0 42.95 4.15 741.1 0.06 42 0.24 41.17 178.41 1 3 6 17 0.2 18 24 13 6 20 5.88 16 FALSE) (1 1 3 0 4 0 1 0.14 0 0 1 1 6 1 0 7 0 44.57 3.46 534.07 0.05 37 0.29 29.67 154.29 1 0 0 7 0.08 18 19 13 5 13 36.36 7 FALSE) (1 5 4 0 0 8 3 0.27 4 2.0 3 1 13 1 0 11 0 31.66 6.43 1308.6 0.07 45 0.16 72.7 203.56 0.33 2 4 12 0.23 20 25 14 9 13 0 11 FALSE) (11 12 10 0 15 6 9 0.16 2 3.0 8 0.89 29 1 0 58 0 39.93 28.29 31947.46 0.38 170 0.04 1774.86 1129.46 0.11 2 3 22 0.11 72 98 56 44 85 20.55 58 FALSE) (2 1 2 13 4 0 1 0.06 0 0 1 1 15 1 0 3 1 104.67 3.73 1454.15 0.13 83 0.27 80.79 390.14 1 0 0 16 0.04 41 42 22 4 23 85 16 FALSE) (1 3 1 0 1 4 2 0.2 2 2.0 1 0.5 7 1 0 10 2 14.32 7.71 852.01 0.04 26 0.13 47.33 110.45 0.5 1 2 7 0.15 9 17 7 12 13 9.09 10 FALSE) (4 9 2 0 8 14 5 0.31 6 2.33 2 0.4 18 4 0 16 0 16.51 22.88 8646.51 0.13 77 0.04 480.36 377.83 0.8 4 7 15 0.17 35 42 13 17 29 33.33 16 FALSE) (5 5 1 0 3 8 3 0.2 4 2.0 2 0.67 10 1 0 15 2 17.13 15.61 4172.6 0.09 53 0.06 231.81 267.35 0.33 2 4 9 0.13 23 30 14 19 24 16.67 15 FALSE) (2 1 1 0 0 0 1 0.06 0 0 1 1 13 1 0 17 0 48.18 7.31 2576.16 0.12 79 0.14 143.12 352.3 1 0 0 14 0.05 39 40 16 6 20 0 17 FALSE) (1 1 1 0 0 0 1 0.17 0 0 1 1 2 1 0 6 0 9.6 6.13 360.21 0.02 17 0.16 20.01 58.81 1 0 0 3 0.13 7 10 4 7 8 0 6 FALSE) (7 3 3 0 21 4 2 0.18 2 2.0 1 0.5 10 1 0 11 4 23.74 8.88 1873.84 0.07 46 0.11 104.1 210.91 0.5 1 2 10 0.05 21 25 13 11 40 65.63 11 FALSE) (3 5 4 0 6 8 3 0.18 4 2.0 3 1 13 1 0 17 1 39.99 5.59 1248.86 0.07 47 0.18 69.38 223.48 0.33 2 4 12 0.11 19 28 17 10 27 26.09 17 FALSE) (2 3 3 0 0 0 2 0.07 0 0 2 1 7 1 0 28 2 29.49 12.89 4898.45 0.13 67 0.08 272.14 380.05 0.5 0 0 7 0.06 29 38 27 24 31 0 28 FALSE) (2 7 4 0 0 12 4 0.33 6 2.0 3 0.75 15 1 0 12 0 27.49 6.42 1132.02 0.06 39 0.16 62.89 176.42 0.25 3 6 13 0.27 14 25 12 11 15 0 12 FALSE) (3 6 5 0 0 4 4 0.2 2 2.0 4 1 15 1 0 20 0 31.73 7.46 1767.82 0.08 51 0.13 98.21 236.84 0.25 1 2 13 0.17 19 32 14 11 24 0 20 FALSE) (6 3 6 0 5 4 2 0.15 2 2.0 2 1 13 1 0 13 0 56.22 3.44 664.34 0.06 44 0.29 36.91 193.26 0.5 1 2 13 0.08 22 22 16 5 25 27.78 13 FALSE) (15 11 10 0 13 16 6 0.14 6 2.67 5 0.83 50 4 0 44 0 67.17 16.45 18176.24 0.37 192 0.06 1009.79 1104.94 0.67 5 8 46 0.08 94 98 40 14 73 22.81 44 FALSE) (0 1 1 0 0 0 1 0.2 0 0 1 1 4 1 0 5 0 16.21 2.25 82.12 0.01 13 0.44 4.56 36.5 1 0 0 5 0.17 6 7 4 3 6 0 5 FALSE) (1 1 0 0 3 0 1 0.33 0 0 1 1 1 1 0 3 1 9.88 5.25 272.43 0.02 15 0.19 15.14 51.89 1 0 0 2 0.13 6 9 4 7 8 50 3 FALSE) (4 1 2 0 3 0 1 0.09 0 0 1 1 4 1 0 11 0 33.23 6.07 1224.84 0.07 44 0.16 68.05 201.74 1 0 0 5 0.05 17 27 14 10 19 21.43 11 FALSE) (7 1 7 0 5 0 1 0.08 0 0 1 1 11 1 0 12 0 76.37 2.59 511.58 0.07 45 0.39 28.42 197.65 1 0 0 12 0.04 22 23 17 4 25 29.41 12 FALSE) (4 9 3 0 5 16 5 0.5 6 2.67 4 0.8 18 1 0 10 1 18.99 10.77 2201.88 0.07 43 0.09 122.33 204.46 0.2 5 8 15 0.25 20 23 13 14 20 33.33 10 FALSE) (5 4 4 0 3 0 3 0.15 0 0 3 1 11 1 0 20 2 30.77 9.38 2704.14 0.1 60 0.11 150.23 288.44 0.33 0 0 10 0.1 25 35 16 12 29 13.04 20 FALSE) (2 1 0 0 1 0 1 0.17 0 0 1 1 1 1 0 6 1 14.09 5.4 410.98 0.03 22 0.19 22.83 76.11 1 0 0 2 0.1 9 13 5 6 10 14.29 6 FALSE) (1 3 0 0 1 4 2 0.22 2 2.0 1 0.5 6 1 0 9 0 14.17 3.75 199.32 0.02 16 0.27 11.07 53.15 0.5 1 2 6 0.17 5 11 4 6 12 10 9 FALSE) (9 1 4 0 5 0 1 0.08 0 0 1 1 10 1 0 12 0 70.72 2.75 534.84 0.06 45 0.36 29.71 194.49 1 0 0 11 0.04 22 23 16 4 27 29.41 12 FALSE) (0 1 3 0 5 0 1 0.17 0 0 1 1 5 1 0 6 0 60.1 2.43 354.44 0.05 35 0.41 19.69 145.95 1 0 0 6 0.08 17 18 14 4 12 45.45 6 FALSE) (5 7 5 0 0 12 4 0.13 6 2.0 4 1 17 1 0 30 0 57.87 13.1 9925.73 0.25 138 0.08 551.43 757.88 0.25 3 6 15 0.11 58 80 31 14 36 0 30 FALSE) (2 7 5 0 1 8 4 0.44 2 4.0 2 0.5 16 4 1 9 0 29.41 7.6 1698.45 0.07 47 0.13 94.36 223.48 1 3 4 14 0.31 19 28 15 12 13 10 9 TRUE) (2 9 1 0 4 16 5 0.36 8 2.0 2 0.4 21 1 0 14 0 17.84 14.5 3750.38 0.09 58 0.07 208.35 258.64 0.2 4 8 18 0.24 29 29 11 11 21 22.22 14 FALSE) (9 9 17 0 4 12 5 0.16 6 2.0 5 1 34 1 0 32 2 104.23 6.59 4519.95 0.23 121 0.15 251.11 686.36 0.2 3 6 31 0.11 54 67 41 10 46 11.11 32 TRUE) (5 7 4 0 3 10 4 0.31 4 2.5 4 1 14 1 0 13 0 51.04 5.73 1674.07 0.1 59 0.17 93 292.3 0.25 3 5 12 0.18 28 31 22 9 22 18.75 13 FALSE) (3 3 5 1 4 4 2 0.11 2 2.0 2 1 11 1 0 17 2 39.07 7.06 1946.71 0.09 58 0.14 108.15 275.78 0.5 1 2 11 0.08 24 34 17 10 26 22.73 18 FALSE) (3 4 1 0 1 0 3 0.25 0 0 3 1 9 1 0 12 0 26.96 14 5283.66 0.13 73 0.07 293.54 377.4 0.33 0 0 8 0.18 28 45 18 18 17 7.69 12 FALSE) (10 1 7 0 6 0 1 0.01 0 0 1 1 55 1 0 80 0 196.53 31.46 194481.83 2.06 889 0.03 10804.55 6182.28 1 0 0 56 0.01 396 493 107 17 97 6.98 80 FALSE) (0 1 1 0 0 0 1 0.25 0 0 1 1 3 1 0 4 0 11.63 2 46.53 0.01 9 0.5 2.58 23.26 1 0 0 4 0.2 4 5 3 3 5 0 4 FALSE) (2 3 2 0 5 4 2 0.17 2 2.0 2 1 9 1 0 12 2 15.07 9.75 1432.72 0.05 34 0.1 79.6 146.95 0.5 1 2 9 0.1 13 21 8 12 20 29.41 12 FALSE) (2 3 1 0 0 4 2 0.18 2 2.0 2 1 7 1 0 11 3 17.11 7.7 1014.63 0.04 30 0.13 56.37 131.77 0.5 1 2 7 0.14 14 16 10 11 14 0 11 FALSE) (2 13 6 0 3 20 7 0.39 8 2.5 6 0.86 27 1 0 18 0 35.45 11 4288.91 0.13 82 0.09 238.27 389.9 0.14 6 10 22 0.29 32 50 16 11 24 14.29 18 FALSE) (5 5 3 0 6 8 3 0.19 4 2.0 3 1 13 1 0 16 2 37.53 5.5 1135.41 0.07 47 0.18 63.08 206.44 0.33 2 4 12 0.11 22 25 14 7 28 27.27 16 FALSE) (1 3 2 0 0 4 2 0.2 2 2.0 2 1 7 1 0 10 3 22.64 5.73 742.59 0.04 30 0.17 41.25 129.66 0.5 1 2 7 0.17 14 16 11 9 12 0 10 FALSE) (0 1 4 0 1 0 1 0.2 0 0 1 1 5 1 0 5 0 27.17 1.75 83.21 0.02 15 0.57 4.62 47.55 1 0 0 6 0.14 7 8 6 3 7 16.67 5 FALSE) (2 1 0 0 2 0 1 0.2 0 0 1 1 1 1 0 5 1 13.66 4.2 240.91 0.02 16 0.24 13.38 57.36 1 0 0 2 0.1 6 10 5 7 10 28.57 5 FALSE) (3 39 3 1 3 40 20 0.53 4 10.0 20 1 63 20 1 37 0 97.07 6.18 3709.37 0.2 112 0.16 206.08 600.05 1 18 20 45 0.44 51 61 33 8 45 9.76 38 FALSE) (2 7 4 0 0 12 4 0.33 6 2.0 3 0.75 15 1 0 12 0 30.19 5.92 1059.13 0.06 39 0.17 58.84 178.81 0.25 3 6 13 0.27 14 25 13 11 15 0 12 TRUE) (2 6 0 0 7 0 5 0.17 0 0 1 0.2 11 1 0 30 2 32.18 15.84 8081.71 0.17 105 0.06 448.98 510.09 0.2 0 0 8 0.13 39 66 16 13 40 18.92 30 FALSE) (3 8 3 0 3 4 6 0.29 2 2.0 2 0.33 20 1 0 21 0 28.09 21.86 13420.45 0.2 117 0.05 745.58 614.01 0.17 1 2 16 0.21 54 63 21 17 28 12.5 21 FALSE) (3 7 2 2 0 0 6 0.43 0 0 2 0.33 15 1 0 12 1 28.45 8.36 1986.86 0.08 50 0.12 110.38 237.74 0.17 0 0 11 0.33 18 32 14 13 18 14.29 14 FALSE) (2 1 4 0 6 0 1 0.06 0 0 1 1 16 1 0 17 2 43.65 5.82 1477.51 0.08 65 0.17 82.08 253.95 1 0 0 17 0.04 32 33 11 4 26 26.09 17 FALSE) (2 1 2 0 3 0 1 0.17 0 0 1 1 3 1 0 6 1 20.51 3.43 241.06 0.02 19 0.29 13.39 70.31 1 0 0 4 0.08 8 11 7 6 12 33.33 6 FALSE) (18 15 14 0 13 28 8 0.1 14 2.0 6 0.75 49 5 0 77 1 68.82 37.89 98831.96 0.87 408 0.03 5490.66 2608.07 0.63 7 14 43 0.07 160 248 57 27 109 14.44 77 FALSE) (4 5 10 0 4 8 3 0.17 4 2.0 3 1 21 1 0 18 0 74.01 4.08 1234.01 0.1 61 0.24 68.56 302.21 0.33 2 4 20 0.11 28 33 24 7 27 18.18 18 FALSE) (9 11 8 0 16 22 6 0.21 10 2.2 5 0.83 27 3 0 28 1 43.07 17.52 13214.36 0.25 133 0.06 734.13 754.43 0.5 6 11 23 0.11 59 74 32 19 54 36.36 28 FALSE) (3 5 6 0 1 8 3 0.13 4 2.0 3 1 18 1 0 23 0 64.76 5.25 1785.31 0.11 70 0.19 99.18 340.06 0.33 2 4 17 0.11 33 37 22 7 28 4.17 23 FALSE) (25 37 23 0 15 38 26 0.34 18 2.11 26 1 94 1 0 77 1 79.98 26.99 58239.35 0.72 327 0.04 3235.52 2158.17 0.04 10 19 70 0.22 133 194 69 28 118 16.3 77 TRUE) (9 11 3 0 7 12 7 0.11 6 2.0 4 0.57 29 1 0 64 0 57.9 25.29 37041.01 0.49 250 0.04 2057.83 1464.5 0.14 3 6 24 0.09 122 128 41 17 81 9.86 64 FALSE) (0 21 0 0 1 22 11 0.79 2 11.0 1 0.09 24 11 1 14 1 44.3 8.75 3391.89 0.13 79 0.11 188.44 387.64 1 10 18 15 0.69 35 44 20 10 16 6.67 14 FALSE) (6 5 6 0 18 8 3 0.13 4 2.0 3 1 19 1 0 23 2 34.08 11.19 4270.38 0.13 77 0.09 237.24 381.47 0.33 2 4 18 0.06 31 46 18 13 48 43.9 23 FALSE) (2 3 1 0 0 4 2 0.25 2 2.0 2 1 7 1 0 8 1 10.38 12.07 1512.98 0.04 29 0.08 84.05 125.34 0.5 1 2 7 0.18 13 16 7 13 11 0 8 FALSE) (1 1 2 0 0 0 1 0.2 0 0 1 1 3 1 0 5 1 19.93 2.33 108.52 0.02 14 0.43 6.03 46.51 1 0 0 4 0.14 7 7 6 4 7 0 5 FALSE) (11 17 12 0 16 26 9 0.18 12 2.17 7 0.78 55 3 0 50 2 66.78 20.93 29266.83 0.47 233 0.05 1625.93 1398 0.33 7 13 48 0.12 107 126 46 18 78 24.24 50 FALSE) (0 7 1 0 0 12 4 0.4 6 2.0 2 0.5 14 1 0 10 0 31.93 5.45 949.99 0.06 41 0.18 52.78 174.17 0.25 3 6 12 0.36 15 26 11 8 11 0 10 TRUE) (2 5 1 0 4 8 3 0.23 4 2.0 2 0.67 11 1 0 13 3 11.63 17 3360.12 0.07 45 0.06 186.67 197.65 0.33 2 4 10 0.15 17 28 7 14 20 23.53 13 FALSE) (2 5 0 0 2 0 4 0.15 0 0 1 0.25 9 1 0 26 2 39.54 11.67 5381.22 0.15 94 0.09 298.96 461.25 0.25 0 0 7 0.13 35 59 18 12 31 7.14 26 FALSE) (4 3 6 0 2 4 2 0.15 2 2.0 2 1 12 1 0 13 1 46.71 4.07 774.24 0.06 44 0.25 43.01 190.16 0.5 1 2 12 0.1 19 25 14 6 20 13.33 13 FALSE) (3 5 2 0 5 8 3 0.43 4 2.0 2 0.67 13 1 0 7 0 14.4 11.88 2030.23 0.06 41 0.08 112.79 170.97 0.33 2 4 12 0.19 19 22 8 10 16 41.67 7 FALSE) (4 3 9 0 4 4 2 0.1 2 2.0 2 1 13 1 0 20 3 54.05 10.16 5580.43 0.18 100 0.1 310.02 549.19 0.5 1 2 13 0.07 45 55 31 14 29 16.67 20 FALSE) (7 3 5 0 2 4 2 0.11 2 2.0 2 1 13 1 0 19 0 64.34 4.45 1276.77 0.1 59 0.22 70.93 286.62 0.5 1 2 13 0.07 28 31 22 7 29 9.52 19 FALSE) (8 16 3 0 5 24 9 0.23 12 2.0 1 0.11 43 1 0 40 2 54.41 25.41 35137.98 0.46 245 0.04 1952.11 1382.74 0.11 6 12 36 0.17 108 137 34 16 54 11.11 40 FALSE) (1 1 2 0 0 0 1 0.09 0 0 1 1 3 1 0 11 3 30.03 7.6 1734.58 0.08 48 0.13 96.37 228.23 1 0 0 4 0.08 19 29 15 12 13 0 11 FALSE) (5 8 2 3 0 0 7 0.41 0 0 2 0.29 17 1 0 14 1 29.59 8.87 2326 0.09 54 0.11 129.22 262.33 0.14 0 0 12 0.3 19 35 15 14 23 17.65 17 FALSE) (11 1 7 0 17 0 1 0.05 0 0 1 1 19 1 0 20 0 70.27 5.14 1858.48 0.12 76 0.19 103.25 361.37 1 0 0 20 0.02 36 40 21 6 49 45.95 20 TRUE) (1 3 2 16 0 4 2 0.08 2 2.0 2 1 21 1 0 9 0 103.2 5.62 3260.81 0.19 109 0.18 181.16 580.09 0.5 1 2 21 0.07 53 56 33 7 27 64 25 FALSE) (3 5 4 0 0 8 3 0.38 4 2.0 3 1 12 1 0 8 0 34.55 3.5 423.25 0.04 29 0.29 23.51 120.93 0.33 2 4 11 0.25 14 15 12 6 12 0 8 FALSE) (2 7 5 0 1 8 4 0.44 2 4.0 2 0.5 16 4 1 9 0 29.41 7.6 1698.45 0.07 47 0.13 94.36 223.48 1 3 4 14 0.31 19 28 15 12 13 10 9 FALSE) (2 1 2 0 1 0 1 0.17 0 0 1 1 3 1 0 6 4 35.2 2.95 307.27 0.03 26 0.34 17.07 104 1 0 0 4 0.1 13 13 11 5 10 14.29 6 FALSE) (0 1 1 0 0 0 1 0.14 0 0 1 1 11 1 0 7 0 50.46 5.47 1509.03 0.09 61 0.18 83.84 275.94 1 0 0 12 0.13 25 36 16 7 8 0 7 FALSE) (13 35 9 0 8 52 18 0.3 18 2.89 8 0.44 74 12 0 61 1 76.37 23.23 41194.43 0.59 276 0.04 2288.58 1773.65 0.67 17 48 58 0.22 120 156 62 24 83 11.59 61 FALSE) (3 3 3 0 5 4 2 0.33 2 2.0 2 1 9 1 0 6 2 19.14 7 937.86 0.04 31 0.14 52.1 133.98 0.5 1 2 9 0.13 14 17 10 10 15 45.45 6 FALSE) (3 5 0 0 2 8 3 0.25 4 2.0 1 0.33 10 1 0 12 2 27.78 4.67 605.07 0.04 30 0.21 33.61 129.66 0.33 2 4 9 0.17 14 16 12 8 18 14.29 12 FALSE) (5 1 2 0 8 0 1 0.14 0 0 1 1 5 1 0 7 0 28.68 2.75 216.89 0.03 22 0.36 12.05 78.87 1 0 0 6 0.05 11 11 8 4 21 53.33 7 FALSE) (9 1 8 0 12 0 1 0.08 0 0 1 1 10 1 0 12 0 45.41 3.46 544.06 0.05 37 0.29 30.23 157.17 1 0 0 11 0.03 15 22 13 6 34 50 12 FALSE) (11 5 4 0 10 6 3 0.18 2 3.0 2 0.67 18 3 1 17 0 61.4 11.09 7552.8 0.23 124 0.09 419.6 680.99 1 2 3 17 0.08 61 63 33 12 39 37.04 17 FALSE) (7 11 4 0 8 20 6 0.16 10 2.0 5 0.83 28 4 0 37 1 40.77 26.33 28263.16 0.36 181 0.04 1570.18 1073.46 0.67 5 10 24 0.11 87 94 38 23 53 17.78 37 FALSE) (3 1 5 0 1 0 1 0.1 0 0 1 1 9 1 0 10 0 60.1 2.43 354.44 0.05 35 0.41 19.69 145.95 1 0 0 10 0.07 17 18 14 4 15 9.09 10 FALSE) (17 15 25 0 11 24 8 0.18 12 2.0 8 1 56 1 0 44 2 121.61 9.12 10120.84 0.37 181 0.11 562.27 1109.4 0.13 6 12 50 0.11 80 101 57 13 73 20 44 TRUE) (11 35 10 0 5 58 18 0.28 24 2.42 12 0.67 85 10 0 64 3 81.86 19.83 32200.08 0.54 264 0.05 1788.89 1623.53 0.56 17 29 69 0.22 126 138 54 17 81 7.25 64 FALSE) (6 6 6 0 5 4 4 0.17 2 2.0 4 1 17 1 0 24 0 39.16 9.04 3202.49 0.12 67 0.11 177.92 354.12 0.25 1 2 15 0.11 26 41 23 16 36 17.24 24 FALSE) (5 10 6 0 0 8 7 0.22 4 2.0 7 1 23 1 0 32 0 36.52 16.3 9698.89 0.2 106 0.06 538.83 595.16 0.14 2 4 18 0.18 40 66 27 22 38 0 32 FALSE) (34 27 4 1 25 52 14 0.13 26 2.0 8 0.57 71 14 1 110 1 59.32 36.56 79271.67 0.72 345 0.03 4403.98 2168.46 1 13 26 59 0.08 155 190 53 25 171 19.12 111 FALSE) (4 5 1 0 11 8 3 0.17 4 2.0 1 0.33 12 1 0 18 0 27.93 10.5 3079.11 0.1 61 0.1 171.06 293.25 0.33 2 4 11 0.09 28 33 16 12 34 37.93 18 FALSE) (5 3 3 0 3 4 2 0.1 2 2.0 2 1 7 1 0 21 2 35.54 10.17 3679.85 0.12 73 0.1 204.44 361.66 0.5 1 2 7 0.07 37 36 20 11 30 12.5 21 FALSE) (1 5 1 0 1 8 3 0.25 4 2.0 1 0.33 12 1 0 12 0 16.29 15.11 3719.21 0.08 53 0.07 206.62 246.12 0.33 2 4 11 0.2 17 36 9 16 15 7.69 12 FALSE) (2 7 4 0 0 12 4 0.33 6 2.0 3 0.75 15 1 0 12 0 25.93 5.5 784.43 0.05 33 0.18 43.58 142.62 0.25 3 6 13 0.27 11 22 10 10 15 0 12 FALSE) (4 10 2 1 1 0 9 0.41 0 0 2 0.22 21 1 0 21 2 45.03 21.02 19886.07 0.32 166 0.05 1104.78 946.27 0.11 0 0 14 0.32 73 93 33 19 28 8.7 22 FALSE) (1 3 2 0 2 4 2 0.2 2 2.0 2 1 7 1 0 10 0 18.91 5.5 572 0.03 26 0.18 31.78 104 0.5 1 2 7 0.14 11 15 8 8 14 16.67 10 FALSE) (12 5 10 0 4 8 3 0.06 4 2.0 3 1 21 1 0 48 1 63.45 13.77 12025.31 0.29 160 0.07 668.07 873.51 0.33 2 4 20 0.05 59 101 30 14 65 7.69 48 FALSE) (0 1 0 0 0 0 1 0.2 0 0 1 1 1 1 0 5 4 24.67 3.75 346.92 0.03 25 0.27 19.27 92.51 1 0 0 2 0.17 12 13 8 5 6 0 5 FALSE) (4 3 3 0 0 4 2 0.07 2 2.0 2 1 7 1 0 28 2 40.86 10.25 4292.33 0.14 81 0.1 238.46 418.76 0.5 1 2 7 0.06 41 40 24 12 33 0 28 FALSE) (5 3 3 0 8 4 2 0.22 2 2.0 2 1 9 1 0 9 0 58.69 8.6 4341.04 0.17 105 0.12 241.17 504.77 0.5 1 2 9 0.09 43 62 20 8 23 47.06 9 FALSE) (3 3 5 0 2 4 2 0.18 2 2.0 2 1 11 1 0 11 1 33.46 3 301.14 0.03 28 0.33 16.73 100.38 0.5 1 2 11 0.12 12 16 8 4 17 15.38 11 FALSE) (2 1 2 0 6 0 1 0.2 0 0 1 1 3 1 0 5 2 12.44 4.9 298.63 0.02 17 0.2 16.59 60.94 1 0 0 4 0.07 7 10 5 7 14 54.55 5 FALSE) (3 1 0 0 3 0 1 0.2 0 0 1 1 1 1 0 5 1 13.66 4.2 240.91 0.02 16 0.24 13.38 57.36 1 0 0 2 0.08 6 10 5 7 12 37.5 5 FALSE) (4 9 14 0 2 12 5 0.21 6 2.0 5 1 32 1 0 24 2 94.27 5.25 2598.43 0.16 93 0.19 144.36 494.94 0.2 3 6 29 0.16 42 51 32 8 31 7.69 24 FALSE) (1 1 4 0 2 0 1 0.2 0 0 1 1 5 1 0 5 0 33.22 1.5 74.74 0.02 15 0.67 4.15 49.83 1 0 0 6 0.11 7 8 7 3 9 28.57 5 FALSE) (6 24 2 0 5 16 19 0.44 8 2.0 3 0.16 51 4 0 43 1 49.79 27.19 36801.7 0.45 216 0.04 2044.54 1353.63 0.21 4 8 34 0.35 90 126 48 29 55 10.42 43 FALSE) (18 7 9 0 13 12 4 0.08 6 2.0 3 0.75 37 1 0 51 0 85.54 30.74 80809.25 0.88 405 0.03 4489.4 2629.2 0.25 3 6 35 0.05 190 215 68 22 83 20.31 51 FALSE) (0 1 1 0 1 0 1 0.25 0 0 1 1 2 1 0 4 0 15.95 5.14 421.94 0.03 21 0.19 23.44 82.04 1 0 0 3 0.17 9 12 7 8 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(4 3 10 0 3 4 2 0.13 2 2.0 2 1 17 1 0 16 0 67.54 3.24 706.95 0.07 49 0.31 39.28 218.51 0.5 1 2 17 0.08 22 27 17 5 24 15.79 16 FALSE) )))