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Medflies.arff
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DASL/Medflies.arff
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2010-05-10 16:52:10
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% DASL file http://lib.stat.cmu.edu/DASL/Datafiles/Medflies.html % % Gompertz's Law % % Reference: Carey, J. R., Liedo, P., Orozco, D., and Vaupel, J. W. (1992), "Slowing of Mortality Rates at Older Ages in Large Medfly Cohorts," Science , 258, 457-461. % % Authorization: free use % Description: By using Mediterranean fruit flies, Gompertz's 1825 theory that mortality rates increase at an exponential rate as age increases is examined. (i.e. as an organism gets older, its chance of dying per unit of time increase exponentially.) 1,203,646 fruit flies comprised the population for this experiment and the number of flies found dead each day was recorded. Hence, the data consist of the number of surviving flies on each day, up until day 171 when the last two flies died. % Number of cases: 173 % Variable Names: % % day: day number % living: Number of medflies alive at the beginning of the day % mort.rate: Mortality rate for the flies for each day % @RELATION relation @ATTRIBUTE 'day' numeric @ATTRIBUTE 'living' numeric @ATTRIBUTE 'mort.rate' numeric @DATA 0,1203646,0 1,1203646,0.0014 2,1201913,0.0040 3,1197098,0.0051 4,1191020,0.0064 5,1183419,0.0075 6,1174502,0.0098 7,1163026,0.0123 8,1148693,0.0164 9,1129836,0.0218 10,1105164,0.0298 11,1072209,0.0379 12,1031620,0.0452 13,984980,0.0589 14,927011,0.0634 15,868202,0.0722 16,805489,0.0757 17,744520,0.0793 18,685514,0.0826 19,628866,0.0850 20,575420,0.0923 21,522319,0.0968 22,471756,0.1002 23,424469,0.1059 24,379537,0.1102 25,337704,0.1158 26,298596,0.1299 27,259811,0.1336 28,225101,0.1361 29,194464,0.1280 30,169569,0.1213 31,149002,0.1214 32,130911,0.1168 33,115618,0.1241 34,101271,0.1250 35,88612,0.1266 36,77390,0.1224 37,67921,0.1338 38,58830,0.1154 39,52043,0.1249 40,45544,0.1212 41,40022,0.1279 42,34902,0.1301 43,30360,0.1366 44,26214,0.1439 45,22441,0.1360 46,19390,0.1306 47,16857,0.1361 48,14562,0.1452 49,12447,0.1338 50,10782,0.1515 51,9149,0.1360 52,7905,0.1456 53,6754,0.1501 54,5740,0.1326 55,4979,0.1603 56,4181,0.1605 57,3510,0.1581 58,2955,0.1672 59,2461,0.1601 60,2067,0.1316 61,1795,0.1309 62,1560,0.1250 63,1365,0.1341 64,1182,0.1413 65,1015,0.1685 66,844,0.1220 67,741,0.1363 68,640,0.1047 69,573,0.1257 70,501,0.0798 71,461,0.1193 72,406,0.1207 73,357,0.1092 74,318,0.1038 75,285,0.0912 76,259,0.1274 77,226,0.0664 78,211,0.0806 79,194,0.0670 80,181,0.0663 81,169,0.0769 82,156,0.0897 83,142,0.0845 84,130,0.0615 85,122,0.0574 86,115,0.0522 87,109,0.1009 88,98,0.0714 89,91,0.0000 90,91,0.0549 91,86,0.0116 92,85,0.0706 93,79,0.0759 94,73,0.0274 95,71,0.0563 96,67,0.0149 97,66,0.0152 98,65,0.0462 99,62,0.0000 100,62,0.0000 101,62,0.0000 102,62,0.0645 103,58,0.0172 104,57,0.0351 105,55,0.0182 106,54,0.0185 107,53,0.0000 108,53,0.0189 109,52,0.0192 110,51,0.0392 111,49,0.0408 112,47,0.0426 113,45,0.0444 114,43,0.0233 115,42,0.0476 116,40,0.0000 117,40,0.0000 118,40,0.0000 119,40,0.0250 120,39,0.0513 121,37,0.0270 122,36,0.0833 123,33,0.0000 124,33,0.0606 125,31,0.0968 126,28,0.1071 127,25,0.0400 128,24,0.0417 129,23,0.0870 130,21,0.0000 131,21,0.0000 132,21,0.0476 133,20,0.0000 134,20,0.0000 135,20,0.0000 136,20,0.0500 137,19,0.0000 138,19,0.0000 139,19,0.0000 140,19,0.0000 141,19,0.1053 142,17,0.0588 143,16,0.1250 144,14,0.0000 145,14,0.1429 146,12,0.0833 147,11,0.0909 148,10,0.1000 149,9,0.0000 150,9,0.1111 151,8,0.0000 152,8,0.0000 153,8,0.1250 154,7,0.1429 155,6,0.1667 156,5,0.0000 157,5,0.0000 158,5,0.2000 159,4,0.0000 160,4,0.0000 161,4,0.0000 162,4,0.0000 163,4,0.0000 164,4,0.5000 165,2,0.0000 166,2,0.0000 167,2,0.0000 168,2,0.0000 169,2,0.0000 170,2,0.0000 171,2,1.0000 172,0,?