(deftable 'breastTumor' $age menopause inv-nodes node-caps deg-malig breast breast-quad irradiation recurrence $!class)
(arff " age real")
(arff " menopause { premenopausal, >=40, <40}")
(arff " inv-nodes { 0, 2, 3, 1, 7, 10, 16, 5, 8, 6, 4, 25, 9, 17, 15, 13, 14, 11}")
(arff " node-caps { no, yes}")
(arff " deg-malig { 1, 3, 2}")
(arff " breast { right, left}")
(arff " breast-quad { left-lower, right-lower, left-upper, right-upper, central}")
(arff " irradiation { no, yes}")
(arff " recurrence { n, r}")
(arff " class real")
(! 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)