;%%-*- 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: MC2/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 mc2 () (data :name 'mc2 :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 '( (12 7 0 0 16 12 4 0.1 6 2.0 1 0.25 16 1 0 39 2 4 1 18.17 33.73 20674.45 0.2 132 0.03 1148.58 612.99 0.25 3 6 14 0.06 53 79 11 14 69 29.09 39 FALSE) (10 13 2 0 11 24 7 0.29 12 2.0 1 0.14 26 5 0.67 24 0 0 0 32.5 17.19 9606.08 0.19 105 0.06 533.67 558.8 0.71 6 12 21 0.15 38 67 21 19 47 31.43 24 TRUE) (15 1 1 0 13 0 1 0.05 0 0 1 1 2 1 0 21 0 1 1 71.25 9.69 6686.47 0.23 128 0.1 371.47 690.22 1 0 0 3 0.02 62 66 32 10 51 38.24 21 FALSE) (5 1 1 4 2 0 1 0.11 0 0 1 1 3 1 0 5 1 1 1 17.11 10.29 1810.29 0.06 44 0.1 100.57 176 1 0 0 4 0.06 16 28 7 9 18 54.55 9 FALSE) (50 89 8 12 75 156 45 0.21 68 2.29 15 0.33 181 30 0.66 205 0 43 0.96 106.02 67.9 488861.64 2.4 1037 0.01 27158.98 7199.39 0.67 44 78 138 0.13 421 616 93 30 344 29.79 217 TRUE) (14 13 3 3 17 24 7 0.1 12 2.0 5 0.71 30 1 0 66 0 7 1 49.82 40.86 83172.01 0.68 349 0.02 4620.67 2035.68 0.14 6 12 25 0.07 130 219 35 22 102 23.26 69 FALSE) (0 1 1 0 0 0 1 0.5 0 0 1 1 2 1 0 2 0 0 0 7.74 1.5 17.41 0 5 0.67 0.97 11.61 1 0 0 3 0.25 2 3 2 3 4 0 2 FALSE) (8 3 1 5 8 4 2 0.04 2 2.0 1 0.5 21 1 0 43 0 2 1 69.69 27.79 53839.29 0.65 345 0.04 2991.07 1937.07 0.5 1 2 21 0.03 126 219 34 15 66 23.21 48 FALSE) (0 1 0 0 0 0 1 0.25 0 0 1 1 1 1 0 4 4 1 1 13.84 6.42 569.87 0.03 24 0.16 31.66 88.81 1 0 0 2 0.17 11 13 6 7 6 0 4 TRUE) (4 13 3 0 3 24 7 0.2 12 2.0 7 1 33 6 0.83 35 2 7 1 34.45 12.83 5673.31 0.15 91 0.08 315.18 442.08 0.86 6 12 28 0.16 42 49 18 11 44 7.89 35 FALSE) (16 19 0 0 22 30 10 0.2 12 2.5 1 0.1 31 7 0.67 50 0 7 0.7 21.17 41.36 36223.29 0.29 191 0.02 2012.4 875.73 0.7 9 15 23 0.11 70 121 11 13 90 30.56 50 FALSE) (3 9 0 0 2 16 5 0.5 8 2.0 1 0.2 21 1 0 10 3 4 0.8 19.92 14.32 4084.22 0.1 66 0.07 226.9 285.25 0.2 4 8 18 0.29 35 31 11 9 17 16.67 10 TRUE) (1 9 3 0 0 16 5 0.19 8 2.0 4 0.8 22 5 1 27 0 4 0.8 29.15 10.71 3341.46 0.1 63 0.09 185.64 312.11 1 4 8 19 0.17 26 37 17 14 30 0 27 TRUE) (35 97 3 0 51 168 49 0.18 72 2.33 8 0.16 210 34 0.69 265 0 42 0.86 54.71 125.67 864010.77 2.29 1118 0.01 48000.6 6875.42 0.69 48 86 163 0.14 435 683 45 26 353 16.14 265 TRUE) (0 7 0 0 0 10 4 1 4 2.5 1 0.25 11 3 0.67 4 3 4 1 7.75 9 627.65 0.02 22 0.11 34.87 69.74 0.75 3 5 9 0.67 9 13 3 6 6 0 4 FALSE) (11 15 3 8 21 28 8 0.14 14 2.0 5 0.63 41 1 0 49 1 2 0.25 29.04 65.22 123506.5 0.63 349 0.02 6861.47 1893.77 0.13 7 14 35 0.09 150 199 23 20 91 37.18 57 TRUE) (10 9 3 0 11 16 5 0.26 8 2.0 2 0.4 20 3 0.5 19 0 0 0 28.47 15.06 6456.82 0.14 85 0.07 358.71 428.77 0.6 4 8 17 0.12 32 53 17 16 42 36.67 19 FALSE) (24 24 0 3 17 12 20 0.21 6 2.0 1 0.05 49 1 0 91 1 20 1 65.56 23.68 36775.64 0.52 241 0.04 2043.09 1552.75 0.05 3 6 31 0.15 90 151 57 30 137 18.02 94 FALSE) (17 7 2 16 32 12 4 0.05 6 2.0 1 0.25 27 1 0 68 0 4 1 73.69 37.76 105042.17 0.93 471 0.03 5835.68 2782.15 0.25 3 6 25 0.03 191 280 43 17 135 41.38 84 FALSE) (9 13 2 0 14 28 7 0.23 14 2.0 3 0.43 28 1 0 30 0 7 1 29.37 18.17 9701.95 0.18 99 0.06 539 533.84 0.14 7 14 23 0.13 44 55 23 19 55 31.82 30 FALSE) (24 19 3 0 27 34 10 0.1 16 2.13 3 0.3 49 1 0 104 0 8 0.8 45.63 55.2 139045.04 0.84 430 0.02 7724.72 2518.93 0.1 9 17 41 0.06 168 262 35 23 157 20.61 104 TRUE) (10 13 1 1 11 22 7 0.23 10 2.2 3 0.43 26 1 0 30 0 7 1 25.16 22 12176.57 0.18 104 0.05 676.48 553.48 0.14 6 11 21 0.13 44 60 20 20 54 28.57 31 FALSE) (5 3 0 0 3 4 2 0.29 2 2.0 1 0.5 6 1 0 7 0 2 1 26.67 4.2 470.4 0.04 28 0.24 26.13 112 0.5 1 2 6 0.12 14 14 10 6 17 30 7 FALSE) (1 1 1 0 1 0 1 0.5 0 0 1 1 2 1 0 2 0 1 1 6.04 5.25 166.42 0.01 10 0.19 9.25 31.7 1 0 0 3 0.17 3 7 2 7 6 33.33 2 FALSE) (14 5 9 4 16 8 3 0.09 4 2.0 1 0.33 23 1 0 31 0 3 1 97.33 7.63 5668.74 0.25 133 0.13 314.93 742.8 0.33 2 4 22 0.04 58 75 38 10 67 39.22 35 FALSE) (9 17 1 0 10 32 9 0.21 16 2.0 2 0.22 38 6 0.63 42 0 9 1 11.27 102.9 119290.11 0.39 234 0.01 6627.23 1159.28 0.67 8 16 31 0.14 98 136 10 21 63 19.23 42 TRUE) (0 1 0 0 0 0 1 1 0 0 1 1 1 1 0 1 0 0 0 0 0 0 0 1 0 0 0 1 0 0 2 0.33 0 1 0 1 3 0 1 FALSE) (1 5 1 0 0 8 3 0.25 4 2.0 1 0.33 11 1 0 12 3 3 1 15.48 36.25 20339.03 0.19 118 0.03 1129.95 561.08 0.33 2 4 10 0.2 58 60 12 15 15 0 12 TRUE) (1 5 1 0 0 8 3 0.5 4 2.0 1 0.33 10 1 0 6 1 1 0.33 10.29 11.92 1461.27 0.04 30 0.08 81.18 122.62 0.33 2 4 9 0.33 13 17 6 11 9 0 6 FALSE) (2 1 1 0 3 0 1 0.17 0 0 1 1 2 1 0 6 0 1 1 22.27 6.67 989.91 0.05 39 0.15 55 148.49 1 0 0 3 0.08 10 29 6 8 13 33.33 6 FALSE) (0 3 0 0 0 4 2 0.67 2 2.0 1 0.5 5 1 0 3 2 2 1 6.18 5 154.4 0.01 11 0.2 8.58 30.88 0.5 1 2 5 0.4 4 7 2 5 5 0 3 FALSE) (1 3 0 0 1 4 2 0.67 2 2.0 1 0.5 6 1 0 3 3 2 1 10.89 5.4 317.58 0.02 17 0.19 17.64 58.81 0.5 1 2 6 0.29 9 8 5 6 7 25 3 FALSE) (8 23 3 0 14 36 12 0.38 14 2.57 5 0.42 40 6 0.45 32 0 10 0.83 39.63 24.05 22915.89 0.32 168 0.04 1273.1 952.97 0.5 11 18 30 0.21 81 87 32 19 56 30.43 32 TRUE) (2 9 0 0 0 14 5 0.31 6 2.33 1 0.2 15 3 0.5 16 2 5 1 32 18.75 11252.36 0.2 117 0.05 625.13 600.13 0.6 4 7 12 0.25 50 67 20 15 20 0 16 FALSE) (0 3 0 0 0 4 2 0.4 2 2.0 1 0.5 6 1 0 5 0 2 1 13.95 2.5 87.17 0.01 11 0.4 4.84 34.87 0.5 1 2 6 0.29 4 7 4 5 7 0 5 FALSE) (0 1 1 0 0 0 1 0.5 0 0 1 1 2 1 0 2 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 2 FALSE) (8 27 1 0 20 52 14 0.36 26 2.0 4 0.29 68 1 0 39 5 11 0.79 32.18 40.48 52735.32 0.43 254 0.02 2929.74 1302.84 0.07 13 26 56 0.2 137 117 22 13 69 33.9 39 TRUE) (0 1 0 0 0 0 1 0.33 0 0 1 1 1 1 0 3 0 1 1 10.57 3 95.1 0.01 10 0.33 5.28 31.7 1 0 0 2 0.2 3 7 3 6 5 0 3 FALSE) (24 12 0 2 28 16 7 0.15 8 2.0 1 0.14 19 1 0 46 0 5 0.71 28.27 37.3 39335.04 0.35 192 0.03 2185.28 1054.44 0.14 4 8 14 0.06 78 114 23 22 116 39.47 48 FALSE) (10 13 5 6 10 22 7 0.12 10 2.2 1 0.14 48 5 0.67 51 0 5 0.71 92.21 26.26 63590.46 0.81 373 0.04 3532.8 2421.46 0.71 6 11 43 0.09 153 220 67 23 79 23.88 57 TRUE) (5 3 3 7 3 4 2 0.08 2 2.0 2 1 10 1 0 18 0 1 0.5 69.2 12.83 11396.12 0.3 159 0.08 633.12 888.01 0.5 1 2 10 0.06 77 82 36 12 35 35.71 25 FALSE) (0 32 0 0 0 0 31 0.08 0 0 1 0.03 63 1 0 365 1 31 1 187.94 57.6 623450.46 3.61 1369 0.02 34636.14 10824.53 0.03 0 0 34 0.08 632 737 203 37 367 0 365 FALSE) (1 3 1 1 0 4 2 0.15 2 2.0 1 0.5 7 1 0 12 0 2 1 15.45 7.14 788.3 0.04 27 0.14 43.79 110.36 0.5 1 2 7 0.13 10 17 7 10 16 7.69 13 FALSE) (18 46 2 6 24 64 26 0.22 26 2.46 15 0.58 79 23 0.88 114 0 24 0.92 43 57.74 143350.9 0.83 395 0.02 7963.94 2482.73 0.88 19 33 55 0.16 166 229 46 32 164 20.83 120 TRUE) (5 5 2 0 4 8 3 0.43 4 2.0 2 0.67 13 1 0 7 2 3 1 20.57 8.17 1372 0.06 42 0.12 76.22 168 0.33 2 4 12 0.18 21 21 9 7 17 36.36 7 TRUE) (19 19 4 1 12 36 10 0.2 18 2.0 7 0.7 45 7 0.67 48 0 9 0.9 30.16 26.1 20545.64 0.26 150 0.04 1141.42 787.19 0.7 9 18 37 0.12 58 92 20 18 82 21.31 49 TRUE) (4 7 2 3 3 12 4 0.22 6 2.0 3 0.75 16 1 0 15 0 1 0.25 23.96 10.38 2583.65 0.08 55 0.1 143.54 248.8 0.25 3 6 14 0.15 27 28 13 10 27 28.57 18 FALSE) (5 5 0 0 28 8 3 0.25 4 2.0 1 0.33 9 1 0 12 0 0 0 37.29 9 3020.28 0.11 79 0.11 167.79 335.59 0.33 2 4 8 0.06 20 59 10 9 47 70 12 FALSE) (6 15 1 0 2 26 8 0.26 12 2.17 2 0.25 32 3 0.29 31 2 4 0.5 33.62 28.08 26512.3 0.31 174 0.04 1472.91 944.17 0.38 7 13 26 0.2 78 96 25 18 41 6.06 31 FALSE) (4 1 1 0 2 0 1 0.14 0 0 1 1 3 1 0 7 0 1 1 19.88 8.33 1380.58 0.06 39 0.12 76.7 165.67 1 0 0 4 0.07 15 24 9 10 15 22.22 7 TRUE) (6 7 7 2 6 12 4 0.07 6 2.0 4 1 31 1 0 55 2 4 1 59.86 19.78 23415.51 0.39 224 0.05 1300.86 1183.93 0.25 3 6 29 0.06 89 135 27 12 71 12.7 57 FALSE) (6 13 4 4 4 24 7 0.15 12 2.0 3 0.43 37 1 0 43 1 1 0.14 43.96 48 101286.83 0.7 372 0.02 5627.05 2110.14 0.14 6 12 32 0.12 176 196 33 18 59 15.69 47 FALSE) (2 1 1 0 3 0 1 0.17 0 0 1 1 2 1 0 6 0 1 1 22.27 6.67 989.91 0.05 39 0.15 55 148.49 1 0 0 3 0.08 10 29 6 8 13 33.33 6 TRUE) (13 11 0 0 2 20 6 0.35 10 2.0 1 0.17 22 1 0 17 1 5 0.83 10.59 29 8908.58 0.1 67 0.03 494.92 307.19 0.17 5 10 18 0.18 29 38 8 16 34 10.53 17 FALSE) (1 13 0 6 0 24 7 0.3 12 2.0 1 0.14 28 1 0 17 2 4 0.57 14.31 38.64 21359.95 0.18 115 0.03 1186.66 552.85 0.14 6 12 23 0.27 50 65 11 17 26 26.09 23 FALSE) (4 1 0 0 2 0 1 0.5 0 0 1 1 1 1 0 2 0 0 0 9.06 3.5 110.95 0.01 10 0.29 6.16 31.7 1 0 0 2 0.1 2 8 2 7 10 50 2 FALSE) (0 1 0 0 2 0 1 0.11 0 0 1 1 1 1 0 9 0 1 1 70.59 3 635.32 0.07 49 0.33 35.3 211.77 1 0 0 2 0.08 24 25 16 4 13 18.18 9 FALSE) (5 15 0 0 5 26 8 0.2 12 2.17 1 0.13 25 5 0.57 41 1 8 1 15.49 65.83 67150 0.34 204 0.02 3730.56 1020 0.63 7 13 19 0.15 79 125 12 20 53 10.87 41 FALSE) (67 59 3 3 85 104 30 0.24 46 2.26 8 0.27 112 23 0.76 121 0 29 0.97 37.4 107.21 429807.51 1.34 676 0.01 23878.2 4009.18 0.77 29 52 84 0.11 270 406 34 27 278 42.11 124 TRUE) (17 45 2 5 44 86 23 0.37 42 2.05 2 0.09 97 5 0.18 57 2 9 0.39 26.44 78.12 161381.25 0.69 374 0.01 8965.62 2065.81 0.22 22 43 76 0.18 186 188 25 21 125 46.23 62 TRUE) (1 3 1 1 0 4 2 0.13 2 2.0 1 0.5 7 1 0 14 0 2 1 17.24 7.5 969.51 0.04 31 0.13 53.86 129.27 0.5 1 2 7 0.11 12 19 8 10 18 6.67 15 FALSE) (2 3 0 2 7 4 2 0.18 2 2.0 1 0.5 6 1 0 9 0 2 1 13.5 7.33 725.94 0.03 26 0.14 40.33 98.99 0.5 1 2 6 0.09 11 15 6 8 22 50 11 FALSE) (6 5 1 4 3 8 3 0.2 4 2.0 1 0.33 11 1 0 11 1 3 1 19.66 14.3 4019.85 0.09 64 0.07 223.32 281.11 0.33 2 4 10 0.12 26 38 10 11 26 38.89 15 FALSE) (0 3 1 0 0 4 2 0.4 2 2.0 2 1 6 1 0 5 1 1 0.5 12.25 4.8 282.29 0.02 17 0.21 15.68 58.81 0.5 1 2 6 0.29 8 9 5 6 7 0 5 FALSE) (23 9 2 0 11 16 5 0.16 8 2.0 3 0.6 18 3 0.5 31 0 4 0.8 33.42 21.5 15450.32 0.24 139 0.05 858.35 718.62 0.6 4 8 15 0.06 43 96 18 18 85 26.19 31 TRUE) (1 21 5 0 0 36 11 0.39 16 2.25 7 0.64 40 9 0.8 28 1 11 1 25.13 31.64 25154.15 0.27 155 0.03 1397.45 795.04 0.82 10 18 31 0.35 67 88 18 17 31 0 28 FALSE) (1 9 0 0 0 16 5 0.22 8 2.0 1 0.2 21 1 0 23 2 5 1 37.04 20.74 15931.15 0.26 151 0.05 885.06 768.21 0.2 4 8 18 0.19 67 84 21 13 26 0 23 FALSE) (60 115 9 19 98 216 58 0.19 102 2.12 16 0.28 247 39 0.67 287 0 46 0.79 107.39 96.09 991629.56 3.44 1479 0.01 55090.53 10319.4 0.67 57 108 191 0.12 615 864 96 30 466 28.96 306 TRUE) (1 5 1 0 0 8 3 0.3 4 2.0 2 0.67 12 1 0 10 0 3 1 16.87 13.59 3115.69 0.08 50 0.07 173.09 229.25 0.33 2 4 11 0.23 23 27 11 13 13 0 10 FALSE) (0 3 0 0 0 4 2 0.67 2 2.0 1 0.5 5 1 0 3 2 2 1 6.18 5 154.4 0.01 11 0.2 8.58 30.88 0.5 1 2 5 0.4 4 7 2 5 5 0 3 FALSE) (0 7 0 0 0 10 4 1 4 2.5 1 0.25 11 3 0.67 4 3 4 1 7.75 9 627.65 0.02 22 0.11 34.87 69.74 0.75 3 5 9 0.67 9 13 3 6 6 0 4 FALSE) (2 7 0 2 0 12 4 0.18 6 2.0 1 0.25 14 1 0 20 0 2 0.5 17.76 19.62 6833.79 0.12 71 0.05 379.65 348.39 0.25 3 6 12 0.15 30 41 13 17 26 9.09 22 FALSE) (16 13 3 11 18 24 7 0.11 12 2.0 2 0.29 35 1 0 53 0 5 0.71 104.87 24.88 64889.48 0.87 407 0.04 3604.97 2608.62 0.14 6 12 30 0.07 199 208 68 17 100 35.37 64 FALSE) (0 1 0 2 0 0 1 0.33 0 0 1 1 1 1 0 1 0 0 0 18.82 3 169.42 0.02 17 0.33 9.41 56.47 1 0 0 2 0.2 4 13 4 6 5 66.67 3 FALSE) (47 41 18 9 68 54 24 0.22 22 2.45 14 0.58 94 8 0.3 100 0 21 0.88 75.13 27.46 56640.44 0.69 321 0.04 3146.69 2062.83 0.33 16 27 72 0.1 120 201 59 27 242 43.5 109 FALSE) (2 1 0 0 3 0 1 0.25 0 0 1 1 1 1 0 4 0 0 0 8.72 4 139.48 0.01 11 0.25 7.75 34.87 1 0 0 2 0.09 4 7 3 6 11 42.86 4 FALSE) (4 7 0 0 2 12 4 0.33 6 2.0 1 0.25 14 3 0.67 12 1 2 0.5 17.23 21 7600.61 0.12 77 0.05 422.26 361.93 0.75 3 6 12 0.2 36 41 12 14 20 14.29 12 TRUE) (9 3 2 0 6 4 2 0.07 2 2.0 1 0.5 9 1 0 30 4 1 0.5 57.3 10.61 6447.25 0.2 115 0.09 358.18 607.82 0.5 1 2 9 0.04 54 61 28 11 47 16.67 30 TRUE) (4 1 2 6 5 0 1 0.07 0 0 1 1 4 1 0 9 0 1 1 29.53 12 4252.78 0.12 82 0.08 236.27 354.4 1 0 0 5 0.04 24 58 10 10 26 55 15 FALSE) (1 19 1 0 0 36 10 0.36 18 2.0 4 0.4 41 1 0 28 2 4 0.4 14.36 37.09 19752.67 0.18 112 0.03 1097.37 532.55 0.1 9 18 33 0.32 51 61 11 16 31 0 28 FALSE) (2 3 3 0 2 4 2 0.25 2 2.0 2 1 8 1 0 8 0 0 0 22.19 2 88.76 0.01 14 0.5 4.93 44.38 0.5 1 2 8 0.14 5 9 5 4 14 20 8 FALSE) (0 1 0 0 0 0 1 0.25 0 0 1 1 1 1 0 4 2 1 1 13.59 8.17 906.61 0.04 30 0.12 50.37 111.01 1 0 0 2 0.17 14 16 6 7 6 0 4 TRUE) (10 1 0 0 22 0 1 0.09 0 0 1 1 1 1 0 11 0 1 1 34.65 10.5 3819.73 0.12 89 0.1 212.21 363.78 1 0 0 2 0.02 30 59 10 7 45 66.67 11 FALSE) (23 15 3 10 27 28 8 0.09 14 2.0 2 0.25 39 1 0 75 0 5 0.63 136.41 27.35 102014.82 1.24 542 0.04 5667.49 3730.39 0.13 7 14 33 0.06 268 274 98 20 137 33.04 85 FALSE) (5 5 1 0 5 8 3 0.17 4 2.0 1 0.33 12 1 0 18 0 3 1 28.04 18.38 9467.23 0.17 105 0.05 525.96 515.22 0.33 2 4 11 0.1 42 63 16 14 30 21.74 18 FALSE) (1 3 0 0 0 4 2 0.22 2 2.0 1 0.5 6 1 0 9 2 2 1 12.01 14.62 2569.51 0.06 40 0.07 142.75 175.69 0.5 1 2 6 0.17 18 22 8 13 12 0 9 TRUE) (6 7 0 0 6 12 4 0.27 6 2.0 1 0.25 14 4 1 15 2 4 1 24.1 11.69 3294.46 0.09 58 0.09 183.03 281.76 1 3 6 12 0.14 19 39 13 16 29 28.57 15 TRUE) (1 19 1 0 0 36 10 0.23 18 2.0 3 0.3 40 4 0.33 43 2 9 0.9 41.82 26.68 29766.87 0.37 202 0.04 1653.71 1115.76 0.4 9 18 32 0.22 83 119 28 18 46 0 43 FALSE) (0 1 1 0 0 0 1 0.5 0 0 1 1 2 1 0 2 0 0 0 7.74 1.5 17.41 0 5 0.67 0.97 11.61 1 0 0 3 0.25 2 3 2 3 4 0 2 FALSE) (5 3 0 0 3 4 2 0.29 2 2.0 1 0.5 6 1 0 7 0 2 1 25.78 4.5 522 0.04 29 0.22 29 116 0.5 1 2 6 0.12 15 14 10 6 17 30 7 FALSE) (9 11 8 3 28 0 10 0.29 0 0 7 0.7 26 1 0 32 0 2 0.2 42.29 10.45 4622.69 0.15 82 0.1 256.82 442.17 0.1 0 0 18 0.14 23 59 22 20 74 49.21 35 TRUE) (71 19 9 19 63 34 10 0.1 16 2.13 6 0.6 42 3 0.22 78 0 9 0.9 66.83 32.56 70837.72 0.73 364 0.03 3935.43 2175.73 0.3 9 17 34 0.04 140 224 43 20 233 51.25 97 TRUE) (105 125 16 19 123 202 63 0.26 78 2.59 9 0.14 223 36 0.56 225 0 61 0.97 88.2 93.2 766179.74 2.74 1217 0.01 42565.54 8220.7 0.57 62 101 162 0.13 463 754 77 31 474 38.69 244 TRUE) (1 1 1 0 0 0 1 0.17 0 0 1 1 2 1 0 6 2 1 1 7.67 10.13 786.81 0.03 21 0.1 43.71 77.71 1 0 0 3 0.11 9 12 4 9 9 0 6 FALSE) (19 13 3 11 19 24 7 0.1 12 2.0 2 0.29 35 1 0 57 0 5 0.71 113.84 25.03 71345.69 0.95 439 0.04 3963.65 2849.92 0.14 6 12 30 0.06 215 224 73 17 108 34.48 68 FALSE) (6 20 1 1 4 18 13 0.41 6 3.0 7 0.54 31 7 0.5 31 0 8 0.62 28.29 19 10212.78 0.18 101 0.05 567.38 537.51 0.54 6 9 20 0.3 38 63 20 20 44 13.89 32 TRUE) (7 15 0 0 8 26 8 0.26 12 2.17 1 0.13 26 4 0.43 31 0 8 1 23.89 26.39 16634.07 0.21 121 0.04 924.12 630.34 0.5 7 13 20 0.17 50 71 18 19 48 20.51 31 FALSE) (11 9 3 0 12 16 5 0.17 8 2.0 2 0.4 20 3 0.5 29 0 0 0 33.09 17.76 10439.17 0.2 109 0.06 579.95 587.76 0.6 4 8 17 0.09 43 66 23 19 54 29.27 29 FALSE) (7 1 0 1 38 0 1 0.11 0 0 1 1 1 1 0 8 0 1 1 26.79 7 1312.72 0.06 48 0.14 72.93 187.53 1 0 0 2 0.02 16 32 8 7 56 82.98 9 FALSE) (0 3 0 0 0 4 2 0.67 2 2.0 1 0.5 5 1 0 3 1 2 1 8.36 9 677.56 0.03 21 0.11 37.64 75.28 0.5 1 2 5 0.4 6 15 3 9 5 0 3 TRUE) (4 9 0 0 4 16 5 0.19 8 2.0 1 0.2 15 1 0 26 1 5 1 17.62 26.67 12532.75 0.16 107 0.04 696.26 469.98 0.2 4 8 12 0.14 40 67 9 12 36 13.33 26 FALSE) (14 24 8 0 14 30 15 0.25 14 2.14 9 0.6 49 3 0.14 59 0 9 0.6 46.74 21.17 20950.15 0.33 162 0.05 1163.9 989.58 0.2 8 15 36 0.17 62 100 41 28 89 19.18 59 TRUE) (12 11 3 0 15 20 6 0.26 10 2.0 2 0.33 25 3 0.4 23 0 3 0.5 31.56 17.2 9336.88 0.18 105 0.06 518.72 542.84 0.5 5 10 21 0.12 43 62 20 16 52 39.47 23 FALSE) (2 3 0 0 1 4 2 0.29 2 2.0 1 0.5 6 1 0 7 0 2 1 12.09 6.3 479.73 0.03 20 0.16 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