"1. Title: BUPA liver disorders 2. Source information: -- Creators: BUPA Medical Research Ltd. -- Donor: Richard S. Forsyth 8 Grosvenor Avenue Mapperley Park Nottingham NG3 5DX 0602-621676 -- Date: 5/15/1990 3. Past usage: -- None known other than what is shown in the PC/BEAGLE User's Guide (written by Richard S. Forsyth). 4. Relevant information: -- The first 5 variables are all blood tests which are thought to be sensitive to liver disorders that might arise from excessive alcohol consumption. Each line in the bupa.data file constitutes the record of a single male individual. -- It appears that drinks>5 is some sort of a selector on this database. See the PC/BEAGLE User's Guide for more information. 5. Number of instances: 345 6. Number of attributes: 7 overall 7. Attribute information: 1. mcv mean corpuscular volume 2. alkphos alkaline phosphotase 3. sgpt alamine aminotransferase 4. sgot aspartate aminotransferase 5. gammagt gamma-glutamyl transpeptidase 6. drinks number of half-pint equivalents of alcoholic beverages drunk per day 7. selector field used to split data into two sets 8. Missing values: none% Information about the dataset CLASSTYPE: nominal CLASSINDEX: last " "0" "liver-disorders" 0 0 0 0 0 0 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 1 1 1 1 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 3 3 3 3 3 3 3 3 3 3 3 3 3 3 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 5 5 5 5 5 5 5 5 5 5 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 7 7 7 8 8 8 8 8 8 8 8 8 8 8 8 9 10 10 10 10 12 12 16 20 0 0 0 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 0.5 1 1 1 1 1 1 1 1 1 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 3 3 3 3 3 3 3 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 5 5 5 5 5 5 5 6 6 6 6 6 6 6 6 6 6 6 6 6 6 7 7 7 8 8 8 8 8 8 8 8 8 9 10 10 10 10 10 10 12 12 15 16 20 85 85 86 91 87 98 88 88 92 90 89 82 90 86 96 91 89 89 91 94 92 93 90 96 84 92 90 88 91 87 86 91 93 88 94 91 85 79 85 89 84 89 89 86 85 88 92 95 91 83 89 85 92 94 87 85 84 88 96 90 90 90 91 91 87 89 89 85 103 90 90 90 87 90 86 90 87 96 91 95 92 89 91 94 92 94 88 92 92 84 88 86 99 88 89 90 81 89 89 92 85 92 89 90 88 89 91 91 91 88 87 87 87 88 90 86 92 85 89 91 96 79 90 89 88 90 92 91 83 90 92 93 86 97 87 86 87 92 90 99 92 95 91 92 95 90 96 95 92 91 82 92 90 88 100 98 91 92 93 90 97 93 90 92 88 89 92 92 93 97 84 96 90 92 90 97 91 93 92 90 91 92 92 86 98 95 92 97 93 94 87 88 84 94 97 92 82 88 95 88 91 83 91 86 91 89 90 90 89 85 85 78 88 89 92 89 91 94 88 88 84 90 87 65 90 85 88 86 82 86 94 87 98 94 83 93 101 92 92 86 85 86 86 81 91 91 92 91 93 90 87 83 95 93 84 87 86 86 88 90 88 93 98 91 87 94 88 89 87 93 88 94 91 90 91 88 82 85 91 98 86 89 82 83 96 94 93 93 84 91 90 87 91 86 91 88 85 89 95 94 96 90 94 99 93 94 92 87 92 98 92 97 93 93 95 99 98 92 96 95 86 91 102 85 91 91 93 87 98 82 95 97 100 88 91 92 86 91 87 87 99 96 98 91 98 92 64 54 78 70 55 62 67 54 60 52 62 64 77 67 78 67 79 107 116 59 23 60 68 80 70 47 66 102 41 79 57 77 96 65 72 54 39 85 63 92 68 101 84 65 61 56 50 75 40 74 64 57 48 52 65 82 49 67 63 45 72 55 52 71 77 67 51 75 63 63 67 66 73 54 80 90 72 55 78 101 51 99 58 60 58 47 65 79 83 68 48 69 66 62 51 61 89 65 75 59 61 63 84 95 35 80 109 65 107 76 86 42 80 96 67 40 60 90 57 55 101 134 76 93 67 73 55 45 74 66 63 78 44 59 44 64 57 70 59 80 60 63 62 50 76 70 62 62 63 56 82 63 37 60 43 74 87 99 72 93 50 57 76 55 63 79 93 84 71 99 44 62 94 67 71 69 59 95 50 62 93 77 66 57 80 108 92 77 83 75 56 97 91 62 85 48 74 77 94 70 54 105 79 96 82 73 87 82 79 119 69 107 115 67 101 84 101 46 122 88 79 69 63 64 58 81 78 74 58 56 57 74 75 68 56 65 65 58 58 62 57 54 41 67 80 60 60 65 63 92 78 62 59 82 71 44 66 58 61 69 87 58 44 75 91 85 109 59 58 57 65 71 55 64 47 72 58 54 50 62 48 68 70 70 117 45 49 73 63 57 45 68 55 86 46 52 72 59 43 56 52 45 42 102 71 73 54 67 101 53 94 43 68 36 86 66 80 74 93 109 46 82 50 57 52 70 55 123 55 73 80 83 91 138 41 123 93 87 56 75 69 77 68 99 45 59 33 34 12 13 20 21 22 25 13 17 61 25 29 20 23 17 20 11 35 35 23 18 47 24 28 20 17 31 28 31 32 28 22 155 47 14 25 24 68 26 18 18 25 19 14 29 24 29 19 24 64 11 21 23 21 20 26 24 33 14 4 15 32 26 5 26 19 16 29 35 27 34 20 19 43 28 9 27 34 41 42 21 30 21 33 17 22 20 27 20 45 23 42 23 32 23 26 26 25 18 22 18 25 27 37 33 17 29 22 28 26 24 34 11 19 17 15 15 48 17 14 14 29 10 24 28 19 19 21 26 47 113 15 21 16 21 25 17 10 26 25 37 13 37 70 64 20 25 67 27 12 9 29 35 87 57 36 17 21 18 20 31 19 24 70 58 58 29 33 42 22 18 77 29 25 17 85 26 59 22 86 22 31 50 53 22 39 81 25 23 41 27 17 25 27 31 30 26 19 27 40 37 35 23 24 19 33 17 30 24 34 17 23 27 11 41 29 35 28 18 22 19 12 18 41 52 38 36 30 30 148 20 17 25 18 25 14 16 15 13 26 33 32 21 23 32 28 45 21 31 24 41 43 33 24 28 31 28 70 18 33 18 37 30 14 26 37 20 9 38 12 20 21 35 31 83 25 27 29 32 20 17 21 77 11 27 46 17 31 19 14 29 52 15 22 33 23 154 38 10 20 14 47 25 33 41 15 31 51 43 11 24 38 58 103 10 27 21 16 30 34 12 33 76 46 36 28 18 20 17 25 56 45 37 20 35 15 52 26 53 55 27 57 27 32 16 24 28 17 17 11 20 19 24 17 32 19 20 31 16 17 20 33 13 20 27 19 33 13 15 21 13 19 16 23 18 21 18 68 33 19 26 20 37 39 25 14 14 21 16 25 22 25 23 22 36 23 19 29 21 22 26 24 34 15 8 22 19 20 17 24 30 21 23 19 22 21 21 14 28 19 25 25 30 22 33 18 27 18 26 25 20 25 21 20 32 12 30 17 37 18 18 26 20 13 27 23 19 29 23 15 5 20 55 23 23 25 49 15 20 21 17 16 39 27 20 21 27 16 21 28 21 14 16 18 39 45 19 11 20 23 23 19 26 22 26 21 14 19 26 42 23 26 38 24 26 15 23 23 50 25 34 19 20 25 26 28 17 29 32 35 47 22 19 23 21 17 39 22 25 20 48 22 47 28 41 24 34 64 33 28 37 34 21 18 20 20 13 20 15 25 14 18 19 15 26 28 22 14 23 25 32 8 26 18 21 27 15 34 12 20 22 29 25 15 26 20 17 24 27 29 28 27 18 30 75 25 20 21 21 20 16 23 13 20 30 27 26 19 15 14 22 24 22 19 23 30 32 20 15 24 17 29 24 17 21 18 19 26 15 25 27 23 15 27 22 20 17 26 20 49 22 25 21 22 22 19 26 56 14 21 32 17 18 13 20 35 47 33 23 27 18 82 26 17 16 21 23 26 34 29 14 26 33 43 16 18 19 42 57 26 25 27 22 24 78 18 23 32 30 19 24 23 25 20 24 35 21 22 25 34 23 43 24 43 35 26 45 31 23 54 36 10 17 9 11 7 5 15 15 13 18 11 18 10 16 56 11 19 20 5 19 97 26 18 10 19 16 17 42 29 40 11 82 22 9 30 38 44 42 13 16 18 13 10 50 11 38 16 11 90 43 30 15 19 19 36 24 27 18 13 11 27 19 14 23 13 14 57 35 9 22 16 42 156 30 16 30 64 48 16 26 297 26 29 9 11 7 26 6 30 15 20 27 53 104 36 24 25 81 10 13 14 17 27 18 7 50 9 21 17 17 169 8 21 14 25 16 42 23 14 24 31 16 48 82 13 22 33 18 107 150 12 15 24 22 112 11 20 28 15 36 15 50 36 76 20 15 92 37 21 16 76 69 67 44 48 19 68 17 33 41 14 29 84 120 62 52 26 73 21 6 114 52 66 14 200 53 60 123 31 26 73 55 94 49 108 201 14 12 32 15 5 12 12 15 21 8 22 12 56 14 135 35 11 19 18 9 17 31 27 7 12 14 10 53 18 42 35 24 11 14 14 16 36 62 48 59 27 22 159 38 71 33 22 31 13 23 22 13 13 34 13 14 19 8 10 85 37 115 14 48 38 22 18 21 17 31 64 26 28 23 70 25 10 27 34 18 16 17 11 16 26 33 84 51 35 53 26 14 9 23 21 52 21 29 39 46 37 16 19 108 52 55 34 55 19 121 23 12 12 49 37 31 115 23 14 32 92 82 54 19 15 203 114 20 43 47 28 39 203 14 12 24 33 25 31 44 225 53 28 126 48 37 23 37 11 55 41 203 89 14 65 1 2 2 2 2 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 1 1 1 1 1 1 2 2 2 2 2 2 2 2 2 2 2 2 1 1 1 1 1 1 1 1 2 2 2 2 2 2 1 1 1 1 1 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 1 1 1 1 1 1 1 1 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 2 1 1 1 1 1 1 1 2 2 2 2 2 1 1 2 2 2 2 2 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 1 1 1 1 2 2 2 2 2 1 1 1 1 1 1 1 1 1 2 2 2 2 2 2 2 2 1 1 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 1 1 1 1 1 1 1 1 1 2 2 2 2 2 2 1 1 1 1 1 2 2 2 2 2 1 1 2 2 2 2 1 2 1 1 1 "mcv" "alkphos" "sgpt" "sgot" "gammagt" "drinks" "selector" "int0" "double1" "int2" "numeric" "numeric" "numeric" "numeric" "numeric" "numeric" "nominal:1,2"