" Veteran's Administration Lung Cancer Trial Taken from Kalbfleisch and Prentice, pages 223-224 Variables Treatment 1=standard, 2=test Celltype 1=squamous, 2=smallcell, 3=adeno, 4=large Survival in days Status 1=dead, 0=censored Karnofsky score Months from Diagnosis Age in years Prior therapy 0=no, 10=yes Information about the dataset CLASSTYPE: numeric CLASSINDEX: none specific " "0" "veteran" "squamous" "squamous" "squamous" "squamous" "squamous" "squamous" "squamous" "squamous" "squamous" "squamous" "squamous" "squamous" "squamous" "squamous" "squamous" "smallcell" "smallcell" "smallcell" "smallcell" "smallcell" "smallcell" "smallcell" "smallcell" "smallcell" "smallcell" "smallcell" "smallcell" "smallcell" "smallcell" "smallcell" "smallcell" "smallcell" "smallcell" "smallcell" "smallcell" "smallcell" "smallcell" "smallcell" "smallcell" "smallcell" "smallcell" "smallcell" "smallcell" "smallcell" "smallcell" "adeno" "adeno" "adeno" "adeno" "adeno" "adeno" "adeno" "adeno" "adeno" "large" "large" "large" "large" "large" "large" "large" "large" "large" "large" "large" "large" "large" "large" "large" "squamous" "squamous" "squamous" "squamous" "squamous" "squamous" "squamous" "squamous" "squamous" "squamous" "squamous" "squamous" "squamous" "squamous" "squamous" "squamous" "squamous" "squamous" "squamous" "squamous" "smallcell" "smallcell" "smallcell" "smallcell" "smallcell" "smallcell" "smallcell" "smallcell" "smallcell" "smallcell" "smallcell" "smallcell" "smallcell" "smallcell" "smallcell" "smallcell" "smallcell" "smallcell" "adeno" "adeno" "adeno" "adeno" "adeno" "adeno" "adeno" "adeno" "adeno" "adeno" "adeno" "adeno" "adeno" "adeno" "adeno" "adeno" "adeno" "adeno" "large" "large" "large" "large" "large" "large" "large" "large" "large" "large" "large" "large" "no" "yes" "no" "yes" "yes" "no" "yes" "no" "no" "no" "no" "yes" "no" "yes" "yes" "no" "no" "no" "yes" "no" "no" "no" "yes" "no" "no" "yes" "no" "no" "yes" "yes" "no" "no" "no" "no" "no" "yes" "no" "no" "no" "no" "no" "no" "no" "no" "yes" "yes" "no" "no" "no" "no" "yes" "no" "no" "no" "yes" "no" "no" "no" "no" "yes" "no" "yes" "no" "no" "no" "no" "no" "yes" "yes" "yes" "no" "no" "yes" "no" "yes" "no" "yes" "no" "no" "no" "no" "no" "no" "yes" "no" "no" "yes" "no" "yes" "no" "yes" "no" "no" "no" "yes" "yes" "no" "no" "no" "no" "no" "no" "no" "no" "no" "yes" "no" "no" "yes" "no" "no" "no" "yes" "no" "no" "no" "no" "no" "no" "no" "no" "yes" "no" "no" "no" "no" "yes" "yes" "no" "no" "yes" "yes" "no" "no" "yes" "no" "no" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "censored" "dead" "dead" "dead" "censored" "dead" "dead" "dead" "dead" "dead" "dead" "censored" "censored" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "censored" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "censored" "censored" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "censored" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "censored" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "dead" "standard" "standard" "standard" "standard" "standard" "standard" "standard" "standard" "standard" "standard" "standard" "standard" "standard" "standard" "standard" "standard" "standard" "standard" "standard" "standard" "standard" "standard" "standard" "standard" "standard" "standard" "standard" "standard" "standard" "standard" "standard" "standard" "standard" "standard" "standard" "standard" "standard" "standard" "standard" "standard" "standard" "standard" "standard" "standard" "standard" "standard" "standard" "standard" "standard" "standard" "standard" "standard" "standard" "standard" "standard" "standard" "standard" "standard" "standard" "standard" "standard" "standard" "standard" "standard" "standard" "standard" "standard" "standard" "standard" "test" "test" "test" "test" "test" "test" "test" "test" "test" "test" "test" "test" "test" "test" "test" "test" "test" "test" "test" "test" "test" "test" "test" "test" "test" "test" "test" "test" "test" "test" "test" "test" "test" "test" "test" "test" "test" "test" "test" "test" "test" "test" "test" "test" "test" "test" "test" "test" "test" "test" "test" "test" "test" "test" "test" "test" "test" "test" "test" "test" "test" "test" "test" "test" "test" "test" "test" "test" 72 411 228 126 118 10 82 110 314 100 42 8 144 25 11 30 384 4 54 13 123 97 153 59 117 16 151 22 56 21 18 139 20 31 52 287 18 51 122 27 54 7 63 392 10 8 92 35 117 132 12 162 3 95 177 162 216 553 278 12 260 200 156 182 143 105 103 250 100 999 112 87 231 242 991 111 1 587 389 33 25 357 467 201 1 30 44 283 15 25 103 21 13 87 2 20 7 24 99 8 99 61 25 95 80 51 29 24 18 83 31 51 90 52 73 8 36 48 7 140 186 84 19 45 80 52 164 19 53 15 43 340 133 111 231 378 49 60 70 60 60 70 20 40 80 50 70 60 40 30 80 70 60 60 40 80 60 40 60 60 30 80 30 50 60 80 40 20 80 30 75 70 60 30 60 80 60 70 50 50 40 40 20 70 40 80 80 50 80 30 80 50 80 50 70 60 40 80 80 70 90 90 80 80 70 60 90 80 80 50 50 70 70 20 60 90 30 20 70 90 80 50 70 60 90 50 30 70 20 30 60 40 30 20 60 70 80 85 70 70 70 50 30 40 40 40 99 80 60 60 60 60 50 70 10 40 70 90 80 50 40 40 60 70 30 60 30 60 80 75 60 70 80 30 7 5 3 9 11 5 10 29 18 6 4 58 4 9 11 3 9 2 4 4 3 5 14 2 3 4 12 4 12 2 15 2 5 3 2 25 4 1 28 8 1 7 11 4 23 19 10 6 2 5 4 5 3 4 16 5 15 2 12 12 5 12 2 2 8 11 5 8 13 12 6 3 8 1 7 3 21 3 2 6 36 13 2 28 7 11 13 2 13 2 22 4 2 2 36 9 11 8 3 2 4 2 2 1 17 87 8 2 5 3 3 5 22 3 3 5 8 4 4 3 3 4 10 3 4 4 15 4 12 5 11 10 1 5 18 4 3 69 64 38 63 65 49 69 68 43 70 81 63 63 52 48 61 42 35 63 56 55 67 63 65 46 53 69 68 43 55 42 64 65 65 55 66 60 67 53 62 67 72 48 68 67 61 60 62 38 50 63 64 43 34 66 62 52 47 63 68 45 41 66 62 60 66 38 53 37 54 60 48 52 70 50 62 65 58 62 64 63 58 64 52 35 63 70 51 40 69 36 71 62 60 44 54 66 49 72 68 62 71 70 61 71 59 67 60 69 57 39 62 50 43 70 66 61 81 58 63 60 62 42 69 63 45 68 39 66 63 49 64 65 64 67 65 37 "Treatment" "Celltype" "Survival" "Status" "Karnofsky_score" "Months_from_Diagnosis" "Age" "Prior_therapy" "Treatment" "Celltype" "int0" "Status" "int1" "Prior_therapy" "nominal:standard,test" "nominal:adeno,large,smallcell,squamous" "numeric" "nominal:censored,dead" "numeric" "numeric" "numeric" "nominal:no,yes"