%
% !!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
%
% Case number deleted. X treated as the class attribute.
%
% As used by Kilpatrick, D. & Cameron-Jones, M. (1998). Numeric prediction
% using instance-based learning with encoding length selection. In Progress
% in Connectionist-Based Information Systems. Singapore: Springer-Verlag.
%
% !!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
%
% NAME:  PBC Data
% SIZE:  418 observations, 20 variables
% 
% 
% 
% DESCRIPTIVE ABSTRACT:
% 
% Below is a description of the variables recorded from the Mayo Clinic trial 
% in primary biliary cirrhosis (PBC) of the liver conducted between 1974 and 
% 1984.  A total of 424 PBC patients, referred to Mayo Clinic during
% that ten-year interval, met eligibility criteria for the randomized placebo 
% controlled trial of the drug D-penicillamine. The first 312 cases in the data 
% set participated in the randomized trial, and contain largely complete data. 
% The additional 112 cases did not participate in the clinical trial, but 
% consented to have basic measurements recorded and to be followed for survival.
% Six of those cases were lost to follow-up shortly after diagnosis, so there 
% are data here on an additional 106 cases as well as the 312 randomized 
% participants. Missing data items are denoted by ".".  At least one space 
% separates each variable in the .DAT file.  Censoring was due to liver 
% transplantation for twenty-five subjects with the following case numbers: 
% 5, 105, 111, 120, 125, 158, 183, 241, 246, 247, 254, 263, 264, 265, 274, 
% 288, 291, 295, 297, 345, 361, 362, 375, 380, 383.
% 
% 
% 
% SOURCE:  Counting Processes and Survival Analysis by T. Fleming & 
%          D. Harrington, (1991),  published by John Wiley & Sons.
% 
% 
% 
% VARIABLE DESCRIPTIONS:
% 
% The data are in free format.  That is, at least one blank space separates
% each variable.  The variables contained in the .DAT are:
% 
% 
% N:   Case number.
% X:   The number of days between registration and the earlier of
%      death, liver transplantation, or study analysis time in July, 1986.
% D:   1 if X is time to death, 0 if time to censoring
% Z1:  Treatment Code, 1 = D-penicillamine, 2 = placebo.
% Z2:  Age in years. For the first 312 cases, age was calculated by
%      dividing the number of days between birth and study registration by 365.
% Z3:  Sex, 0 = male, 1 = female.
% Z4:  Presence of ascites, 0 = no, 1 = yes.
% Z5:  Presence of hepatomegaly, 0 = no, 1 = yes.
% Z6:  Presence of spiders 0 = no, 1 = Yes.
% Z7:  Presence of edema, 0 = no edema and no diuretic therapy for
%      edema; 0.5 = edema present for which no diuretic therapy was given, or 
%      edema resolved with diuretic therapy; 1 = edema despite diuretic therapy
% Z8:  Serum bilirubin, in mg/dl.
% Z9:  Serum cholesterol, in mg/dl.
% Z10: Albumin, in gm/dl.
% Z11: Urine copper, in mg/day.
% Z12: Alkaline phosphatase, in U/liter.
% Z13: SGOT, in U/ml.
% Z14: Triglycerides, in mg/dl.
% Z15: Platelet count; coded value is number of platelets
%      per-cubic-milliliter of blood divided by 1000.
% Z16: Prothrombin time, in seconds.
% Z17: Histologic stage of disease, graded 1, 2, 3, or 4.
% 
% 
% 
% 
% STORY BEHIND THE DATA:
% 
% Between January, 1974 and May, 1984, the Mayo Clinic conducted a
% double-blinded randomized trial in primary biliary cirrhosis of the liver
% (PBC), comparing the drug D-penicillamine (DPCA) with a placebo. There
% were 424 patients who met the eligibility criteria seen at the Clinic while
% the trial was open for patient registration. Both the treating physician and
% the patient agreed to participate in the randomized trial in 312 of the 424
% cases. The date of randomization and a large number of clinical, biochemical,
% serologic, and histologic parameters were recorded for each of the 312
% clinical trial patients. The data from the trial were analyzed in 1986 for
% presentation in the clinical literature. For that analysis, disease and 
% survival status as of July, 1986, were recorded for as many patients as 
% possible.  By that date, 125 of the 312 patients had died, with only 11 
% not attributable to PBC.  Eight patients had been lost to follow up, and 19 
% had undergone liver transplantation. 
% 
% PBC is a rare but fatal chronic liver disease of unknown cause,
% with a prevalence of about 50-cases-per-million population. The primary
% pathologic event appears to be the destruction of interlobular bile ducts,
% which may be mediated by immunologic mechanisms. The data discussed here are
% important in two respects. First, controlled clinical trials are difficult to
% complete in rare diseases, and this case series of patients uniformly
% diagnosed, treated, and followed is the largest existing for PBC. The
% treatment comparison in this trial is more precise than in similar trials
% having fewer participants and avoids the bias that may arise in comparing
% a case series to historical controls. Second, the data present an
% opportunity to study the natural history of the disease. We will see that, 
% despite the immunosuppressive properties of DPCA, there are no detectable
% differences between the distributions of survival times for the DPCA and
% placebo treatment groups. This suggests that these groups can be combined
% in studying the association between survival time from randomization and
% clinical and other measurements. In the early to mid 1980s, the rate of 
% successful liver transplant increased substantially, and transplant has 
% become an effective therapy for PBC. The Mayo Clinic data set is therefore 
% one of the last allowing a study of the natural history of PBC in patients 
% who were treated with only supportive care or its equivalent. The PBC data 
% can be used to: estimate a survival distribution; test for differences 
% between two groups; and estimate covariate effects via a regression
% model.
% 
@relation 'pbc'
@attribute 'D' { 1, 0}
@attribute 'Z1' { 1, 2}
@attribute 'Z2' real
@attribute 'Z3' { 1, 0}
@attribute 'Z4' { 1, 0}
@attribute 'Z5' { 1, 0}
@attribute 'Z6' { 1, 0}
@attribute 'Z7' { 1, 0, 0.500000}
@attribute 'Z8' real
@attribute 'Z9' real
@attribute 'Z10' real
@attribute 'Z11' real
@attribute 'Z12' real
@attribute 'Z13' real
@attribute 'Z14' real
@attribute 'Z15' real
@attribute 'Z16' real
@attribute 'Z17' { 4, 3, 2, 1}
@attribute 'class' real
@data
1,1,58.7652,1,1,1,1,1,14.5,261,2.6,156,1718,137.95,172,190,12.2,4,400
0,1,56.4463,1,0,1,1,0,1.1,302,4.14,54,7394.8,113.52,88,221,10.6,3,4500
1,1,70.0726,0,0,0,0,0.500000,1.4,176,3.48,210,516,96.1,55,151,12,4,1012
1,1,54.7406,1,0,1,1,0.500000,1.8,244,2.54,64,6121.8,60.63,92,183,10.3,4,1925
0,2,38.1054,1,0,1,1,0,3.4,279,3.53,143,671,113.15,72,136,10.9,3,1504
1,2,66.2587,1,0,1,0,0,0.8,248,3.98,50,944,93,63,?,11,3,2503
0,2,55.5346,1,0,1,0,0,1,322,4.09,52,824,60.45,213,204,9.7,3,1832
1,2,53.0568,1,0,0,0,0,0.3,280,4,52,4651.2,28.38,189,373,11,3,2466
1,1,42.5079,1,0,0,1,0,3.2,562,3.08,79,2276,144.15,88,251,11,2,2400
1,2,70.5599,1,1,0,1,1,12.6,200,2.74,140,918,147.25,143,302,11.5,4,51
1,2,53.7139,1,0,1,1,0,1.4,259,4.16,46,1104,79.05,79,258,12,4,3762
1,2,59.1376,1,0,0,1,0,3.6,236,3.52,94,591,82.15,95,71,13.6,4,304
0,2,45.6893,1,0,0,0,0,0.7,281,3.85,40,1181,88.35,130,244,10.6,3,3577
1,2,56.2218,0,1,1,0,1,0.8,?,2.27,43,728,71,?,156,11,4,1217
1,1,64.6461,1,0,0,0,0,0.8,231,3.87,173,9009.8,127.71,96,295,11,3,3584
0,2,40.4435,1,0,0,0,0,0.7,204,3.66,28,685,72.85,58,198,10.8,3,3672
1,2,52.1834,1,0,1,0,0,2.7,274,3.15,159,1533,117.8,128,224,10.5,4,769
1,1,53.9302,1,0,1,1,1,11.4,178,2.8,588,961,280.55,200,283,12.4,4,131
0,1,49.5606,1,0,1,0,0.500000,0.7,235,3.56,39,1881,93,123,209,11,3,4232
1,2,59.9535,1,0,1,0,0,5.1,374,3.51,140,1919,122.45,135,322,13,4,1356
0,2,64.1889,0,0,1,1,0,0.6,252,3.83,41,843,65.1,83,336,11.4,4,3445
1,1,56.2765,1,0,0,1,0,3.4,271,3.63,464,1376,120.9,55,173,11.6,4,673
1,2,55.9671,1,1,1,1,1,17.4,395,2.94,558,6064.8,227.04,191,214,11.7,4,264
1,1,44.5202,0,0,1,0,0,2.1,456,4,124,5719,221.88,230,70,9.9,2,4079
0,2,45.0732,1,0,0,0,0,0.7,298,4.1,40,661,106.95,66,324,11.3,2,4127
1,2,52.0246,1,0,1,1,0,5.2,1128,3.68,53,3228,165.85,166,421,9.9,3,1444
1,2,54.4394,1,1,1,1,0.500000,21.6,175,3.31,221,3697.4,101.91,168,80,12,4,77
1,2,44.9473,1,1,1,1,1,17.2,222,3.23,209,1975,189.1,195,144,13,4,549
0,2,63.8768,1,0,0,0,0,0.7,370,3.78,24,5833,73.53,86,390,10.6,2,4509
1,2,41.3854,1,0,1,1,0,3.6,260,2.54,172,7277,121.26,158,124,11,4,321
1,2,41.5524,1,0,1,0,0,4.7,296,3.44,114,9933.2,206.4,101,195,10.3,2,3839
0,2,53.9959,1,0,1,0,0,1.8,262,3.34,101,7277,82.56,158,286,10.6,4,4523
1,2,51.2827,1,0,0,0,0,0.8,210,3.19,82,1592,218.55,113,180,12,3,3170
0,1,52.0602,1,0,0,0,0,0.8,364,3.7,37,1840,170.5,64,273,10.5,2,3933
1,2,48.6188,1,0,0,0,0,1.2,314,3.2,201,12258.8,72.24,151,431,10.6,3,2847
0,2,56.4107,1,0,0,0,0,0.3,172,3.39,18,558,71.3,96,311,10.6,2,3611
1,1,61.7276,1,1,1,0,1,7.1,334,3.01,150,6931.2,180.6,118,102,12,4,223
1,2,36.627,1,0,1,1,0,3.3,383,3.53,102,1234,137.95,87,234,11,4,3244
1,1,55.3922,1,0,1,0,0,0.7,282,3,52,9066.8,72.24,111,563,10.6,4,2297
0,1,46.6694,1,0,0,0,0,1.3,?,3.34,105,11046.6,104.49,?,358,11,4,4467
1,1,33.6345,1,0,1,0,0,6.8,?,3.26,96,1215,151.9,?,226,11.7,4,1350
0,2,33.6947,1,0,1,1,0,2.1,?,3.54,122,8778,56.76,?,344,11,4,4453
0,1,48.8706,1,0,0,0,0,1.1,361,3.64,36,5430.2,67.08,89,203,10.6,2,4556
1,2,37.5825,1,0,1,1,1,3.3,299,3.55,131,1029,119.35,50,199,11.7,3,3428
0,2,41.7933,1,0,0,0,0,0.6,?,3.93,19,1826,71.3,?,474,10.9,2,4025
1,1,45.7988,1,0,1,0,0,5.7,482,2.84,161,11552,136.74,165,518,12.7,3,2256
0,2,47.4278,1,0,0,0,0,0.5,316,3.65,68,1716,187.55,71,356,9.8,3,2576
0,2,49.1362,0,0,0,0,0,1.9,259,3.7,281,10396.8,188.34,178,214,11,3,4427
1,2,61.1526,1,0,1,0,0,0.8,?,3.82,58,678,97.65,?,233,11,4,708
1,1,53.5086,1,0,1,0,0,1.1,257,3.36,43,1080,106.95,73,128,10.6,4,2598
1,2,52.0876,1,0,0,0,0,0.8,276,3.6,54,4332,99.33,143,273,10.6,2,3853
1,1,50.5407,0,0,0,0,0,6,614,3.7,158,5084.4,206.4,93,362,10.6,1,2386
1,1,67.4086,1,0,1,0,0,2.6,?,3.1,94,6456.2,56.76,?,214,11,4,1000
1,1,39.1978,1,1,1,1,1,1.3,288,3.4,262,5487.2,73.53,125,254,11,4,1434
1,1,65.7632,0,0,0,0,0,1.8,416,3.94,121,10165,79.98,219,213,11,3,1360
1,2,33.6181,1,0,1,1,0,1.1,498,3.8,88,13862.4,95.46,319,365,10.6,2,1847
1,1,53.5715,1,0,1,0,0.500000,2.3,260,3.18,231,11320.2,105.78,94,216,12.4,3,3282
0,1,44.5695,0,0,0,0,0,0.7,242,4.08,73,5890,56.76,118,?,10.6,1,4459
1,1,40.3943,1,0,1,1,0,0.8,329,3.5,49,7622.8,126.42,124,321,10.6,3,2224
0,1,58.3819,1,0,0,0,0,0.9,604,3.4,82,876,71.3,58,228,10.3,3,4365
0,2,43.8987,0,0,0,0,0,0.6,216,3.94,28,601,60.45,188,211,13,1,4256
1,2,60.7064,1,1,0,0,0,1.3,302,2.75,58,1523,43.4,112,329,13.2,4,3090
1,2,46.6283,1,0,0,1,1,22.5,932,3.12,95,5396,244.9,133,165,11.6,3,859
1,2,62.9076,1,0,1,0,0,2.1,373,3.5,52,1009,150.35,188,178,11,3,1487
0,1,40.2026,1,0,0,0,0,1.2,256,3.6,74,724,141.05,108,430,10,1,3992
1,1,46.4531,0,0,1,0,0,1.4,427,3.7,105,1909,182.9,171,123,11,3,4191
1,2,51.2882,1,0,0,0,0,1.1,466,3.91,84,1787,328.6,185,261,10,3,2769
0,1,32.6133,1,0,0,0,0,0.7,174,4.09,58,642,71.3,46,203,10.6,3,4039
1,1,49.3388,1,0,1,1,0.500000,20,652,3.46,159,3292,215.45,184,227,12.4,3,1170
0,1,56.3997,1,0,0,0,0,0.6,?,4.64,20,666,54.25,?,265,10.6,2,3458
0,2,48.846,1,0,1,0,0,1.2,258,3.57,79,2201,120.9,76,410,11.5,4,4196
0,2,32.4928,1,0,0,0,0,0.5,320,3.54,51,1243,122.45,80,225,10,3,4184
0,2,38.4942,1,0,0,0,0,0.7,132,3.6,17,423,49.6,56,265,11,1,4190
1,1,51.9206,1,0,1,1,0,8.4,558,3.99,280,967,89.9,309,278,11,4,1827
1,1,43.5181,1,1,1,1,0.500000,17.1,674,2.53,207,2078,182.9,598,268,11.5,4,1191
1,1,51.9425,1,0,1,1,0.500000,12.2,394,3.08,111,2132,155,243,165,11.6,4,71
1,2,49.8261,1,0,1,1,0.500000,6.6,244,3.41,199,1819,170.5,91,132,12.1,3,326
1,1,47.9452,1,0,1,0,0,6.3,436,3.02,75,2176,170.5,104,236,10.6,4,1690
0,1,46.5161,1,0,1,0,0,0.8,315,4.24,13,1637,170.5,70,426,10.9,3,3707
1,2,67.4114,0,0,1,0,0,7.2,247,3.72,269,1303,176.7,91,360,11.2,4,890
1,1,63.2635,1,0,1,1,0,14.4,448,3.65,34,1218,60.45,318,385,11.7,4,2540
1,1,67.3101,1,0,0,0,0,4.5,472,4.09,154,1580,117.8,272,412,11.1,3,3574
0,1,56.0137,1,0,1,0,0.500000,1.3,250,3.5,48,1138,71.3,100,81,12.9,4,4050
0,2,55.8303,1,0,0,0,0,0.4,263,3.76,29,1345,137.95,74,181,11.2,3,4032
1,2,47.217,1,0,1,0,0,2.1,262,3.48,58,2045,89.9,84,225,11.5,4,3358
1,1,52.7584,1,0,1,1,0,5,1600,3.21,75,2656,82.15,174,181,10.9,3,1657
1,1,37.2786,1,0,0,0,0,1.1,345,4.4,75,1860,218.55,72,447,10.7,3,198
0,2,41.3936,1,0,0,0,0.500000,0.6,296,4.06,37,1032,80.6,83,442,12,3,2452
1,1,52.4435,1,0,1,0,0,2,408,3.65,50,1083,110.05,98,200,11.4,2,1741
1,1,33.4757,0,0,0,0,0,1.6,660,4.22,94,1857,151.9,155,337,11,2,2689
1,2,45.6071,1,0,1,1,0.500000,5,325,3.47,110,2460,246.45,56,430,11.9,4,460
1,1,76.7091,1,1,0,0,1,1.4,206,3.13,36,1626,86.8,70,145,12.2,4,388
0,1,36.5339,1,0,0,0,0,1.3,353,3.67,73,2039,232.5,68,380,11.1,2,3913
1,1,53.9165,1,0,1,1,0,3.2,201,3.11,178,1212,159.65,69,188,11.8,4,750
1,2,46.3901,1,1,1,1,1,17.4,?,2.64,182,559,119.35,?,401,11.7,2,130
0,1,48.846,1,0,0,0,0,1,?,3.7,33,1258,99.2,?,338,10.4,3,3850
1,2,71.8932,0,0,1,0,0.500000,2,420,3.26,62,3196,77.5,91,344,11.4,3,611
0,1,28.8843,1,0,0,0,0,1,239,3.77,77,1877,97.65,101,312,10.2,1,3823
0,2,48.4682,0,0,0,0,0,1.8,460,3.35,148,1472,108.5,118,172,10.2,2,3820
1,2,51.4689,0,0,1,0,0,2.3,178,3,145,746,178.25,122,119,12,4,552
0,2,44.95,1,0,0,0,0,0.9,400,3.6,31,1689,164.3,166,327,10.4,3,3581
0,1,56.5695,1,0,0,0,0,0.9,248,3.97,172,646,62,84,128,10.1,1,3099
1,2,48.9637,1,1,1,1,1,2.5,188,3.67,57,1273,119.35,102,110,11.1,4,110
1,1,43.0171,1,0,0,0,0,1.1,303,3.64,20,2108,128.65,53,349,11.1,2,3086
0,2,34.0397,1,0,1,0,0,1.1,464,4.2,38,1644,151.9,102,348,10.3,3,3092
1,1,68.5092,1,1,1,0,0,2.1,?,3.9,50,1087,103.85,?,137,10.6,2,3222
0,2,62.5216,1,0,0,0,0,0.6,212,4.03,10,648,71.3,77,316,17.1,1,3388
1,1,50.3573,1,0,0,0,0,0.4,127,3.5,14,1062,49.6,84,334,10.3,2,2583
0,2,44.063,1,0,0,0,0,0.5,120,3.61,53,804,110.05,52,271,10.6,3,2504
1,1,38.9103,1,0,1,1,0,1.9,486,3.54,74,1052,108.5,109,141,10.9,3,2105
0,1,41.1526,1,0,0,0,0,5.5,528,4.18,77,2404,172.05,78,467,10.7,3,2350
1,2,55.4579,1,0,1,1,0,2,267,3.67,89,754,196.85,90,136,11.8,4,3445
1,1,51.2334,1,0,1,1,0,6.7,374,3.74,103,979,128.65,100,266,11.1,4,980
1,2,52.8268,0,0,0,0,0,3.2,259,4.3,208,1040,110.05,78,268,11.7,3,3395
0,2,42.6393,1,0,0,1,0,0.7,303,4.19,81,1584,111.6,156,307,10.3,3,3422
0,1,61.0705,1,0,0,1,0.500000,3,458,3.63,74,1588,106.95,382,438,9.9,3,3336
1,1,49.6564,1,0,1,1,0,6.5,950,3.11,111,2374,170.5,149,354,11,4,1083
1,1,48.8542,1,0,1,0,0,3.5,390,3.3,67,878,137.95,93,207,10.2,3,2288
1,1,54.256,1,0,0,1,0,0.6,636,3.83,129,944,97.65,114,306,9.5,3,515
0,1,35.1513,0,0,0,0,0,3.5,325,3.98,444,766,130.2,210,344,10.6,3,2033
1,2,67.9069,0,1,1,0,1,1.3,151,3.08,73,1112,46.5,49,213,13.2,4,191
0,1,55.436,1,0,0,0,0,0.6,298,4.13,29,758,65.1,85,256,10.7,3,3297
1,1,45.8207,1,0,1,1,1,5.1,?,3.23,18,790,179.8,?,104,13,4,971
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0,2,62.8611,1,0,0,0,0,1.1,412,3.99,103,1293,91,113,422,9.6,4,1030
0,2,48.564,1,0,0,0,0,1.3,291,3.44,75,1082,85,195,251,9.5,3,1418
0,1,46.3491,1,0,0,0,0,0.8,253,3.48,65,688,57,80,252,10,1,1401
0,1,38.8528,1,0,1,1,0,2,310,3.36,70,1257,122,118,143,9.8,3,1408
0,1,58.6475,1,0,0,1,0,6.4,373,3.46,155,1768,120,151,258,10.1,4,1234
0,2,48.9363,1,0,1,0,0.500000,8.7,310,3.89,107,637,117,242,298,9.6,2,1067
1,1,67.5729,0,0,1,0,0.500000,4,416,3.99,177,960,86,242,269,9.8,2,799
0,1,65.9849,1,0,0,0,0,1.4,294,3.57,33,722,93,69,283,9.8,3,1363
0,1,40.9008,1,0,0,0,0,3.2,339,3.18,123,3336,205,84,304,9.9,4,901
0,2,50.245,0,0,1,0,0,8.6,546,3.73,84,1070,127,153,291,11.2,3,1329
0,2,57.1964,1,0,1,1,1,8.5,194,2.98,196,815,163,78,122,12.3,4,1320
0,1,60.5366,0,0,1,0,0,6.6,1000,3.07,88,3150,193,133,299,10.9,4,1302
0,1,35.3511,0,0,0,0,0,2.4,646,3.83,102,855,127,194,306,10.3,3,877
0,2,31.3812,1,0,0,0,0,0.8,328,3.31,62,1105,137,95,293,10.9,4,1321
0,1,55.9863,0,0,1,0,0,1.2,275,3.43,100,1142,75,91,217,11.3,4,533
0,2,52.7255,1,0,1,0,0,1.1,340,3.37,73,289,97,93,243,10.2,3,1300
0,1,38.0917,1,0,0,0,0,2.4,342,3.76,90,1653,150,127,213,10.8,3,1293
1,2,58.1711,1,0,1,0,0,5.2,?,2.23,234,601,135,?,206,12.3,4,207
0,2,45.2101,1,0,0,0,0,1,393,3.57,50,1307,74,103,295,10.5,4,1295
0,1,37.7988,1,0,0,0,0,0.7,335,3.95,43,657,52,104,268,10.6,2,1271
0,2,60.6598,1,0,1,1,0,1,372,3.25,108,1190,140,55,248,10.6,4,1250
0,1,35.5346,1,0,0,0,0,0.5,219,3.93,22,663,45,75,246,10.8,3,1230
0,2,43.0664,1,0,1,1,0,2.9,426,3.61,73,5184,288,144,275,10.6,3,1216
0,2,56.3915,1,0,1,0,0,0.6,239,3.45,31,1072,55,64,227,10.7,2,1216
0,2,30.5736,1,0,0,0,0,0.8,273,3.56,52,1282,130,59,344,10.5,2,1149
0,1,61.1828,1,0,1,0,0,0.4,246,3.58,24,797,91,113,288,10.4,2,1153
0,2,58.2998,1,0,0,0,0,0.4,260,2.75,41,1166,70,82,231,10.8,2,994
0,1,62.3326,1,0,0,0,0,1.7,434,3.35,39,1713,171,100,234,10.2,2,939
0,1,37.9986,1,0,0,0,0,2,247,3.16,69,1050,117,88,335,10.5,2,839
0,2,33.1526,1,0,0,1,0,6.4,576,3.79,186,2115,136,149,200,10.8,2,788
0,?,60,?,?,?,?,0,0.7,?,3.65,?,?,?,?,378,11,?,4062
1,?,65,?,?,?,?,0.500000,1.4,?,3.04,?,?,?,?,331,12.1,?,3561
0,?,54,?,?,?,?,0,0.7,?,4.03,?,?,?,?,226,9.8,?,2844
1,?,75,?,?,?,?,0.500000,0.7,?,3.96,?,?,?,?,?,11.3,?,2071
0,?,62,?,?,?,?,0,0.8,?,2.48,?,?,?,?,273,10,?,3030
0,?,43,?,?,?,?,0,0.7,?,3.68,?,?,?,?,306,9.5,?,1680
1,?,46,?,?,?,?,0,5,?,2.93,?,?,?,?,260,10.4,?,41
0,?,44,?,?,?,?,0.500000,0.4,?,3.81,?,?,?,?,226,10.5,?,2403
0,?,61,?,?,?,?,0.500000,1.3,?,3.41,?,?,?,?,259,10.9,?,1170
1,?,64,?,?,?,?,0,1.1,?,3.69,?,?,?,?,139,10.5,?,2011
0,?,40,?,?,?,?,0,0.6,?,4.04,?,?,?,?,130,11.2,?,3523
0,?,63,?,?,?,?,0,0.6,?,3.94,?,?,?,?,234,11.5,?,3468
0,?,34,?,?,?,?,0,1.8,?,3.24,?,?,?,?,?,18,?,4795
0,?,52,?,?,?,?,0,1.5,?,3.42,?,?,?,?,246,10.3,?,1236
0,?,49,?,?,?,?,0,1.2,?,3.99,?,?,?,?,?,11.2,?,4214
1,?,54,?,?,?,?,0,1,?,3.6,?,?,?,?,?,12.1,?,2111
1,?,63,?,?,?,?,0,0.7,?,3.4,?,?,?,?,371,10.1,?,1462
1,?,54,?,?,?,?,0,3.5,?,3.63,?,?,?,?,325,10.3,?,1746
1,?,46,?,?,?,?,0.500000,3.1,?,3.56,?,?,?,?,142,13.6,?,94
1,?,53,?,?,?,?,0,12.6,?,2.87,?,?,?,?,114,11.8,?,785
1,?,56,?,?,?,?,0,2.8,?,3.92,?,?,?,?,?,10.6,?,1518
1,?,56,?,?,?,?,0,7.1,?,3.51,?,?,?,?,721,11.8,?,466
0,?,55,?,?,?,?,0,0.6,?,4.15,?,?,?,?,280,10.1,?,3527
0,?,65,?,?,?,?,0,2.1,?,3.34,?,?,?,?,155,10.1,?,2635
1,?,56,?,?,?,?,0,1.8,?,3.64,?,?,?,?,141,10,?,2286
1,?,47,?,?,?,?,0,16,?,3.42,?,?,?,?,475,13.8,?,791
0,?,60,?,?,?,?,0,0.6,?,4.38,?,?,?,?,269,10.6,?,3492
0,?,53,?,?,?,?,0,5.4,?,4.19,?,?,?,?,141,11.2,?,3495
1,?,54,?,?,?,?,0,9,?,3.29,?,?,?,?,286,13.1,?,111
0,?,50,?,?,?,?,0,0.9,?,4.01,?,?,?,?,244,10.5,?,3231
1,?,48,?,?,?,?,0,11.1,?,2.84,?,?,?,?,?,12.2,?,625
0,?,36,?,?,?,?,0,8.9,?,3.76,?,?,?,?,209,10.6,?,3157
0,?,48,?,?,?,?,0,0.5,?,3.76,?,?,?,?,388,10.1,?,3021
1,?,70,?,?,?,?,0.500000,0.6,?,3.81,?,?,?,?,160,11,?,559
1,?,51,?,?,?,?,0,3.4,?,3.92,?,?,?,?,?,9.3,?,2812
0,?,52,?,?,?,?,0,0.9,?,3.14,?,?,?,?,191,12.3,?,2834
0,?,54,?,?,?,?,0,1.4,?,3.82,?,?,?,?,249,10.3,?,2855
1,?,48,?,?,?,?,0,2.1,?,4.1,?,?,?,?,200,9,?,662
1,?,66,?,?,?,?,0,15,?,3.4,?,?,?,?,150,11.1,?,727
0,?,53,?,?,?,?,0,0.6,?,4.19,?,?,?,?,330,9.9,?,2716
0,?,62,?,?,?,?,0,1.3,?,3.4,?,?,?,?,167,10.6,?,2698
1,?,59,?,?,?,?,0,1.3,?,3.12,?,?,?,?,125,9.6,?,990
0,?,39,?,?,?,?,0,1.6,?,3.75,?,?,?,?,145,10.4,?,2338
1,?,67,?,?,?,?,0.500000,2.2,?,3.26,?,?,?,?,171,11.1,?,1616
0,?,58,?,?,?,?,0,3,?,3.46,?,?,?,?,109,10.4,?,2563
0,?,64,?,?,?,?,0,0.8,?,3.49,?,?,?,?,314,10.3,?,2537
0,?,46,?,?,?,?,0,0.8,?,2.89,?,?,?,?,419,?,?,2534
1,?,64,?,?,?,?,0,1.8,?,3.15,?,?,?,?,183,10.4,?,778
0,?,41,?,?,?,?,0,5.5,?,2.31,?,?,?,?,517,10.4,?,617
0,?,49,?,?,?,?,0,18,?,3.04,?,?,?,?,432,9.7,?,2267
0,?,44,?,?,?,?,0,0.6,?,3.5,?,?,?,?,150,9.9,?,2249
1,?,59,?,?,?,?,0,2.7,?,3.35,?,?,?,?,142,11.5,?,359
0,?,63,?,?,?,?,0,0.9,?,3.58,?,?,?,?,224,10,?,1925
1,?,61,?,?,?,?,0,1.3,?,3.01,?,?,?,?,223,10.7,?,249
0,?,64,?,?,?,?,0,1.1,?,3.49,?,?,?,?,166,9.8,?,2202
1,?,49,?,?,?,?,0,13.8,?,2.77,?,?,?,?,388,?,?,43
1,?,42,?,?,?,?,0,4.4,?,4.52,?,?,?,?,102,10.8,?,1197
1,?,50,?,?,?,?,0,16,?,3.36,?,?,?,?,384,10,?,1095
1,?,51,?,?,?,?,0.500000,7.3,?,3.52,?,?,?,?,265,11.1,?,489
0,?,37,?,?,?,?,0,0.6,?,3.55,?,?,?,?,248,10.3,?,2149
0,?,62,?,?,?,?,0,0.7,?,3.29,?,?,?,?,190,9.8,?,2103
0,?,51,?,?,?,?,0,0.7,?,3.1,?,?,?,?,274,10.6,?,1980
0,?,52,?,?,?,?,0,1.7,?,3.24,?,?,?,?,231,10.5,?,1347
1,?,44,?,?,?,?,0,9.5,?,3.63,?,?,?,?,292,10.2,?,1478
0,?,33,?,?,?,?,0,2.2,?,3.76,?,?,?,?,253,9.9,?,1987
1,?,60,?,?,?,?,0.500000,1.8,?,3.62,?,?,?,?,225,9.9,?,1168
1,?,63,?,?,?,?,0.500000,3.3,?,2.73,?,?,?,?,224,11.1,?,597
0,?,33,?,?,?,?,0,2.9,?,4.08,?,?,?,?,418,10.5,?,1725
0,?,41,?,?,?,?,0,1.7,?,3.66,?,?,?,?,92,11,?,1899
1,?,51,?,?,?,?,0,14,?,2.58,?,?,?,?,190,11.6,?,221
0,?,37,?,?,?,?,0.500000,0.8,?,3,?,?,?,?,76,10.8,?,1022
0,?,59,?,?,?,?,0,1.3,?,3.4,?,?,?,?,243,9.7,?,1639
0,?,55,?,?,?,?,0,0.7,?,2.93,?,?,?,?,209,10.6,?,1635
0,?,54,?,?,?,?,0,1.7,?,2.38,?,?,?,?,166,9.8,?,1654
0,?,49,?,?,?,?,0.500000,13.6,?,3,?,?,?,?,233,9.9,?,1653
0,?,40,?,?,?,?,0,0.9,?,3.5,?,?,?,?,117,10.9,?,1560
0,?,67,?,?,?,?,0,0.7,?,3.06,?,?,?,?,165,10,?,1581
0,?,68,?,?,?,?,0,3,?,3.15,?,?,?,?,139,10,?,1419
0,?,41,?,?,?,?,0,1.2,?,2.8,?,?,?,?,120,11,?,1443
0,?,69,?,?,?,?,0,0.4,?,3.03,?,?,?,?,173,10.9,?,1368
1,?,52,?,?,?,?,0.500000,0.7,?,2.96,?,?,?,?,319,9.9,?,193
0,?,57,?,?,?,?,0.500000,2,?,3.07,?,?,?,?,80,12.1,?,1367
0,?,36,?,?,?,?,0,1.4,?,3.98,?,?,?,?,402,11,?,1329
0,?,50,?,?,?,?,0,1.6,?,3.48,?,?,?,?,277,10.2,?,1343
0,?,64,?,?,?,?,0,0.5,?,3.65,?,?,?,?,425,10.2,?,1328
0,?,62,?,?,?,?,0,7.3,?,3.49,?,?,?,?,189,10.9,?,1375
0,?,42,?,?,?,?,0,8.1,?,2.82,?,?,?,?,193,10.4,?,1260
0,?,44,?,?,?,?,0,0.5,?,3.34,?,?,?,?,258,10.6,?,1223
1,?,69,?,?,?,?,0,4.2,?,3.19,?,?,?,?,120,11.1,?,935
0,?,52,?,?,?,?,0,0.8,?,3.01,?,?,?,?,256,10.6,?,943
0,?,66,?,?,?,?,0,2.5,?,3.33,?,?,?,?,256,10.8,?,1141
0,?,40,?,?,?,?,0,4.6,?,3.6,?,?,?,?,337,10.4,?,1092
0,?,52,?,?,?,?,0,1,?,3.64,?,?,?,?,340,10.6,?,1150
1,?,46,?,?,?,?,0,4.5,?,2.68,?,?,?,?,219,11.5,?,703
0,?,54,?,?,?,?,0,1.1,?,3.69,?,?,?,?,220,10.8,?,1129
0,?,51,?,?,?,?,0.500000,1.9,?,3.17,?,?,?,?,162,10.7,?,1086
0,?,43,?,?,?,?,0,0.7,?,3.73,?,?,?,?,214,10.8,?,1067
0,?,39,?,?,?,?,0,1.5,?,3.81,?,?,?,?,255,10.8,?,1072
0,?,51,?,?,?,?,0,0.6,?,3.57,?,?,?,?,286,10.6,?,1119
0,?,67,?,?,?,?,0,1,?,3.58,?,?,?,?,244,10.8,?,1097
0,?,35,?,?,?,?,0,0.7,?,3.23,?,?,?,?,312,10.8,?,989
1,?,67,?,?,?,?,0,1.2,?,2.96,?,?,?,?,174,10.9,?,681
0,?,39,?,?,?,?,0,0.9,?,3.83,?,?,?,?,180,11.2,?,1103
0,?,57,?,?,?,?,0,1.6,?,3.42,?,?,?,?,143,9.9,?,1055
0,?,58,?,?,?,?,0,0.8,?,3.75,?,?,?,?,269,10.4,?,691
0,?,53,?,?,?,?,0,0.7,?,3.29,?,?,?,?,350,10.6,?,976