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