"age","menopause","inv-nodes","node-caps","deg-malig","breast","breast-quad","irradiation","recurrence","class" 36,premenopausal,0,no,1,right,left-lower,no,n,10 39,premenopausal,0,no,3,left,left-lower,no,n,30 41,premenopausal,0,no,1,right,right-lower,no,n,25 40,premenopausal,0,no,2,left,left-lower,no,n,20 51,>=40,0,no,2,right,left-upper,no,n,25 65,>=40,0,no,2,left,left-lower,no,n,17 60,>=40,0,no,2,left,left-lower,no,n,50 34,premenopausal,0,no,2,left,right-lower,no,n,20 30,premenopausal,2,no,3,left,left-lower,no,r,35 58,>=40,0,no,2,right,left-lower,no,n,15 62,>=40,0,no,3,right,left-upper,no,n,25 46,premenopausal,3,yes,2,right,left-lower,no,n,30 53,premenopausal,0,no,2,left,left-lower,no,r,15 52,premenopausal,0,no,3,left,right-upper,no,r,30 46,premenopausal,0,no,1,right,left-upper,no,n,30 48,premenopausal,0,no,3,left,central,no,n,0 54,>=40,0,no,2,right,left-lower,no,n,12 37,premenopausal,1,no,1,left,left-lower,no,n,15 51,premenopausal,0,no,1,right,left-upper,no,r,25 62,>=40,7,yes,3,left,central,no,n,45 60,>=40,0,no,2,left,left-upper,no,n,30 52,>=40,1,no,2,left,left-upper,no,n,35 62,>=40,2,yes,2,right,right-upper,yes,r,30 35,premenopausal,3,no,3,right,right-upper,yes,n,40 52,premenopausal,0,no,3,left,left-lower,no,n,30 50,premenopausal,0,no,2,right,right-lower,no,n,16 36,premenopausal,1,no,1,right,left-upper,no,r,30 37,premenopausal,0,no,2,right,right-upper,no,n,40 31,premenopausal,0,no,1,right,left-lower,no,r,15 54,premenopausal,0,no,2,right,left-upper,no,n,35 64,>=40,0,no,1,right,left-upper,no,n,30 48,premenopausal,1,no,2,left,right-lower,no,n,30 45,premenopausal,0,no,1,left,right-lower,no,n,20 45,>=40,3,no,3,left,left-lower,no,r,30 50,premenopausal,3,yes,2,left,left-lower,yes,n,25 50,premenopausal,0,no,2,left,left-upper,no,n,40 41,premenopausal,0,no,2,right,left-upper,no,n,20 45,premenopausal,0,no,2,right,right-lower,no,n,30 39,premenopausal,7,yes,2,right,right-upper,no,n,30 45,premenopausal,0,no,2,right,left-lower,no,n,25 60,>=40,0,no,1,left,left-lower,no,n,20 35,premenopausal,10,no,2,right,left-upper,yes,r,30 41,premenopausal,0,no,2,left,left-upper,no,n,10 33,premenopausal,2,no,3,left,central,no,n,20 55,>=40,1,yes,2,right,left-upper,no,n,20 33,premenopausal,1,no,2,left,right-lower,no,n,11 50,>=40,1,yes,2,left,central,yes,n,15 70,>=40,0,no,3,left,left-upper,no,n,20 48,>=40,1,no,2,left,left-lower,no,n,25 58,>=40,0,no,3,left,left-upper,no,n,40 69,>=40,1,no,3,right,left-upper,yes,r,30 54,>=40,16,no,3,left,left-lower,no,n,35 47,premenopausal,0,no,1,right,left-upper,no,r,35 65,>=40,0,no,2,left,left-lower,no,n,30 74,>=40,0,no,2,left,central,no,n,10 63,>=40,5,?,1,right,left-lower,yes,n,28 66,>=40,3,yes,2,left,central,yes,r,30 46,premenopausal,2,no,2,right,left-upper,no,n,10 59,>=40,0,no,1,right,right-upper,no,n,30 54,>=40,0,no,1,left,left-upper,no,n,10 56,>=40,8,no,3,left,left-lower,yes,r,25 35,premenopausal,3,no,3,right,left-upper,yes,r,30 54,>=40,0,no,2,right,right-upper,no,n,15 43,premenopausal,0,no,1,right,left-upper,no,n,12 52,>=40,0,no,2,left,left-lower,no,n,40 47,premenopausal,0,no,2,left,central,no,n,20 49,premenopausal,0,no,2,left,left-upper,no,n,20 52,>=40,3,yes,2,right,left-upper,no,n,20 68,>=40,0,no,1,left,central,no,n,8 57,>=40,0,no,2,left,left-lower,no,n,10 47,>=40,0,no,3,left,left-upper,no,n,20 65,>=40,7,yes,2,right,right-upper,no,n,30 47,premenopausal,0,no,3,left,left-upper,no,n,30 63,>=40,0,no,2,right,left-lower,no,n,25 54,>=40,0,no,1,left,left-lower,no,n,0 46,premenopausal,2,no,3,right,left-upper,yes,n,27 47,premenopausal,5,no,2,right,left-upper,no,r,30 64,>=40,1,no,3,left,left-upper,no,r,25 54,>=40,0,no,1,right,left-lower,no,n,30 53,premenopausal,0,no,2,right,right-lower,no,n,25 49,>=40,0,no,3,left,left-lower,no,n,20 39,premenopausal,3,no,2,right,central,no,n,20 57,>=40,10,?,3,left,left-lower,yes,n,30 45,premenopausal,2,yes,3,right,left-lower,yes,n,35 54,premenopausal,3,yes,3,left,left-lower,yes,r,25 52,>=40,6,yes,3,left,left-lower,yes,r,40 62,<40,0,no,1,left,left-lower,no,n,30 52,>=40,0,no,3,left,left-upper,no,n,20 48,premenopausal,1,no,2,left,left-lower,yes,n,45 51,premenopausal,0,no,1,left,left-lower,no,n,15 49,>=40,16,yes,2,right,left-upper,yes,n,40 52,premenopausal,0,no,1,right,left-upper,no,n,25 53,<40,1,?,1,left,left-lower,no,r,20 36,premenopausal,0,no,2,left,right-lower,no,n,8 50,premenopausal,4,no,1,right,left-upper,no,n,10 43,premenopausal,0,no,1,right,right-lower,no,n,10 50,>=40,0,no,2,right,right-upper,no,n,8 46,premenopausal,0,no,2,left,left-upper,no,n,25 48,premenopausal,0,no,3,right,right-upper,no,n,30 63,>=40,1,no,1,right,left-upper,no,r,20 73,>=40,0,no,1,left,right-lower,no,n,0 52,>=40,0,no,3,right,left-upper,no,n,20 48,premenopausal,5,no,2,right,left-upper,no,n,20 57,premenopausal,8,yes,2,left,right-lower,yes,r,30 42,premenopausal,0,no,1,right,left-lower,no,n,20 49,premenopausal,0,no,1,right,right-upper,no,n,20 51,premenopausal,2,yes,2,right,left-upper,yes,n,50 37,premenopausal,2,no,3,left,left-upper,yes,r,20 66,>=40,1,no,3,right,left-lower,no,r,22 66,>=40,0,no,1,left,left-upper,no,n,10 67,<40,0,no,1,left,right-upper,no,n,10 52,>=40,7,yes,3,left,right-lower,no,r,30 51,>=40,0,no,3,left,right-upper,no,n,25 61,>=40,0,no,1,left,left-lower,no,n,20 55,>=40,0,no,1,right,central,no,n,15 53,>=40,4,no,3,right,left-upper,no,r,30 54,>=40,0,no,2,right,left-upper,no,n,23 53,premenopausal,1,no,3,right,left-lower,yes,r,25 46,>=40,0,no,2,right,left-upper,no,r,20 68,>=40,0,no,1,left,right-lower,no,n,15 61,>=40,0,no,1,left,left-lower,no,n,10 43,premenopausal,2,no,2,right,left-lower,no,r,25 60,>=40,6,yes,3,left,left-lower,no,r,35 65,>=40,25,yes,3,left,left-lower,yes,r,20 46,premenopausal,9,yes,3,right,left-upper,no,r,25 39,premenopausal,0,no,2,right,left-lower,no,n,25 41,premenopausal,0,no,2,right,right-upper,no,n,20 52,premenopausal,0,no,2,left,right-upper,no,r,25 43,premenopausal,1,no,3,left,left-upper,no,r,28 47,premenopausal,0,no,3,right,right-upper,no,r,30 57,>=40,0,no,1,right,left-upper,no,n,10 46,premenopausal,0,no,2,left,left-lower,no,n,50 31,premenopausal,0,no,2,right,central,no,r,0 54,premenopausal,2,yes,2,left,left-upper,no,n,25 65,>=40,0,no,1,right,left-upper,no,n,15 44,premenopausal,17,yes,3,left,left-lower,no,r,15 44,premenopausal,0,no,2,left,right-lower,no,n,20 51,premenopausal,1,no,2,right,left-upper,no,n,12 63,>=40,0,no,2,right,left-upper,no,n,15 58,>=40,4,yes,3,right,right-upper,no,r,24 54,premenopausal,0,no,1,left,left-lower,no,n,10 55,>=40,1,no,1,left,right-lower,no,n,25 43,premenopausal,2,no,2,left,left-lower,yes,r,25 54,premenopausal,15,yes,3,right,right-upper,no,r,35 70,>=40,0,no,1,right,left-upper,no,n,40 55,>=40,0,no,1,right,central,no,n,0 36,premenopausal,9,yes,3,left,left-lower,no,r,35 59,>=40,0,no,1,left,left-upper,no,n,30 65,>=40,0,no,2,right,left-upper,no,n,15 32,premenopausal,2,no,3,left,left-lower,no,r,35 66,>=40,3,no,2,left,left-lower,yes,r,20 38,premenopausal,8,yes,3,left,left-lower,yes,r,18 51,premenopausal,0,no,2,right,left-lower,no,n,15 40,premenopausal,0,no,1,left,right-lower,no,n,25 58,>=40,0,no,2,right,central,no,r,20 54,>=40,0,no,1,right,left-lower,no,n,23 52,>=40,0,no,3,right,left-upper,no,n,40 33,<40,2,no,3,right,left-upper,no,n,15 32,premenopausal,3,yes,3,left,left-lower,yes,r,25 57,>=40,10,?,3,left,left-upper,yes,n,30 68,>=40,2,no,2,left,left-lower,no,n,12 40,premenopausal,0,no,1,right,left-upper,no,n,40 46,premenopausal,10,yes,2,right,right-upper,yes,n,35 62,>=40,0,no,2,right,left-lower,no,n,18 41,premenopausal,13,no,3,right,right-lower,yes,n,15 65,>=40,0,no,2,right,left-lower,no,r,40 60,>=40,1,no,1,right,right-upper,yes,r,45 59,>=40,3,yes,2,left,left-lower,no,n,40 65,>=40,1,no,2,left,left-upper,yes,n,15 40,premenopausal,1,?,2,left,right-lower,yes,n,25 41,premenopausal,0,no,3,left,right-upper,no,r,25 51,premenopausal,1,no,3,right,left-upper,yes,r,30 47,premenopausal,0,no,2,right,left-upper,no,n,25 65,>=40,2,no,3,right,left-lower,no,n,25 63,>=40,0,no,2,right,left-upper,no,n,22 64,>=40,0,no,3,right,central,no,r,30 53,>=40,0,no,3,left,left-upper,no,n,20 46,premenopausal,0,no,2,right,central,no,n,25 43,premenopausal,1,no,1,right,left-lower,yes,n,25 43,premenopausal,8,no,2,right,left-lower,yes,n,20 59,>=40,0,no,3,left,?,no,r,30 49,>=40,3,no,3,right,left-lower,yes,r,20 47,premenopausal,2,yes,3,right,left-upper,no,r,15 45,premenopausal,0,no,2,left,left-lower,no,r,22 43,premenopausal,2,no,2,right,left-lower,yes,r,50 47,premenopausal,0,no,2,right,left-upper,no,n,20 67,>=40,2,no,2,right,left-upper,yes,n,50 45,premenopausal,2,yes,3,right,left-upper,yes,n,35 46,premenopausal,8,no,2,left,left-upper,no,n,30 55,<40,0,no,2,left,left-lower,no,n,15 70,>=40,0,no,1,right,right-upper,no,n,40 43,premenopausal,0,no,2,right,right-lower,no,n,0 53,>=40,0,no,3,left,left-upper,no,n,35 56,>=40,0,no,2,left,central,no,n,0 47,premenopausal,0,no,1,left,right-upper,no,n,30 47,>=40,1,no,2,left,left-upper,yes,n,30 44,premenopausal,0,no,2,left,left-lower,no,n,10 44,premenopausal,2,no,3,right,left-lower,yes,n,20 47,premenopausal,0,no,2,right,left-lower,no,n,10 31,premenopausal,5,yes,2,left,left-lower,no,r,20 49,>=40,14,yes,3,left,right-lower,yes,r,25 51,>=40,0,no,2,left,left-lower,no,n,25 57,>=40,0,no,1,left,left-lower,no,n,27 48,premenopausal,5,no,2,right,left-lower,no,n,20 57,>=40,0,no,2,left,left-lower,no,r,35 36,premenopausal,0,no,2,left,left-upper,no,n,30 36,premenopausal,7,yes,2,right,left-upper,yes,n,25 47,premenopausal,0,no,2,left,left-lower,no,n,15 49,premenopausal,4,yes,2,right,right-upper,yes,r,20 49,premenopausal,13,yes,3,left,left-upper,yes,r,30 52,premenopausal,1,no,1,left,central,no,n,30 40,premenopausal,6,yes,3,right,left-upper,no,r,30 63,>=40,0,no,1,left,left-upper,no,n,30 56,>=40,2,no,1,right,central,no,n,30 50,premenopausal,0,no,1,left,left-lower,no,n,20 54,>=40,0,no,1,right,central,no,n,15 38,premenopausal,0,no,1,left,left-lower,no,n,15 63,>=40,1,no,3,right,left-upper,no,r,50 54,>=40,1,no,3,left,right-upper,no,n,40 70,>=40,11,?,1,left,left-lower,yes,r,15 41,premenopausal,0,no,2,right,left-lower,no,n,40 45,premenopausal,0,no,2,right,right-upper,no,n,35 50,<40,2,no,3,right,left-upper,no,n,30 47,premenopausal,0,no,1,left,left-lower,no,r,40 42,premenopausal,2,yes,3,right,right-upper,no,r,30 40,premenopausal,1,no,2,left,left-upper,yes,n,25 47,premenopausal,0,no,1,right,left-upper,no,n,10 55,premenopausal,5,no,2,right,left-upper,yes,n,25 51,premenopausal,11,yes,2,right,left-upper,no,r,50 43,premenopausal,2,no,2,right,left-lower,no,r,25 55,>=40,17,yes,3,right,left-upper,no,n,25 44,premenopausal,1,no,1,left,left-lower,yes,r,32 63,>=40,5,yes,3,left,left-lower,no,n,30 44,premenopausal,0,no,2,left,left-upper,no,r,15 34,premenopausal,0,no,1,left,central,no,n,25 46,premenopausal,3,yes,2,left,right-upper,no,r,30 45,premenopausal,2,no,1,left,left-lower,yes,n,8 35,premenopausal,3,yes,2,right,left-upper,yes,n,20 51,premenopausal,3,yes,2,left,left-lower,yes,n,30 61,>=40,1,no,3,right,left-upper,yes,n,18 36,premenopausal,1,no,1,left,left-upper,no,r,40 53,premenopausal,0,no,2,left,left-lower,no,n,25 45,premenopausal,2,no,1,left,left-lower,no,n,35 43,premenopausal,4,yes,2,left,left-lower,yes,r,20 66,>=40,0,no,1,right,left-lower,no,n,10 55,premenopausal,0,no,3,left,left-lower,no,n,10 57,>=40,0,no,2,left,left-upper,no,r,20 46,premenopausal,10,yes,2,right,left-upper,yes,n,35 63,>=40,5,?,1,right,left-upper,yes,n,28 60,>=40,2,no,3,left,right-lower,yes,r,28 38,premenopausal,1,no,2,left,left-lower,yes,n,40 50,premenopausal,0,no,2,left,left-lower,no,n,25 59,>=40,7,yes,2,left,left-lower,no,n,30 62,>=40,0,no,2,left,left-upper,no,n,20 35,premenopausal,2,no,2,left,left-upper,no,r,30 61,>=40,1,no,2,right,left-upper,yes,n,10 45,premenopausal,5,yes,3,right,left-upper,yes,n,40 55,premenopausal,0,no,1,left,left-lower,no,n,25 68,>=40,5,yes,3,right,left-lower,no,r,40 52,>=40,5,yes,3,right,left-upper,no,n,25 62,>=40,0,no,2,left,left-lower,no,n,15 57,>=40,0,no,3,right,left-lower,no,n,30 59,>=40,0,no,1,right,right-upper,no,n,50 32,premenopausal,0,no,2,right,central,no,n,0 41,premenopausal,0,no,1,left,left-lower,no,n,30 51,>=40,0,no,3,left,left-lower,no,n,35 52,>=40,6,yes,3,left,left-lower,yes,r,40 41,premenopausal,1,no,2,left,left-lower,yes,n,10 63,>=40,1,no,2,left,left-lower,yes,n,30 51,premenopausal,0,no,2,left,right-upper,no,r,25 62,>=40,3,no,2,right,left-upper,yes,n,40 51,premenopausal,3,yes,2,left,left-lower,no,n,20 36,premenopausal,0,no,2,left,left-lower,no,n,25 49,premenopausal,15,yes,3,left,left-lower,no,r,30 37,premenopausal,6,yes,3,left,right-lower,yes,r,25 53,<40,1,?,1,left,left-upper,no,r,20 63,>=40,1,no,1,left,left-upper,no,n,10 48,premenopausal,1,no,2,right,right-upper,yes,n,30 54,>=40,0,no,1,left,left-lower,no,n,12 67,>=40,0,no,2,left,left-lower,no,n,25 65,>=40,4,no,2,right,right-upper,no,r,25 57,>=40,11,yes,3,left,right-lower,yes,r,30 62,>=40,0,no,3,left,left-lower,no,n,30 63,>=40,6,yes,3,left,left-upper,yes,r,13 29,premenopausal,0,no,2,right,right-upper,no,n,35 56,>=40,5,no,3,left,left-lower,no,r,30