RealAdaBoost: Base classifiers: ZeroR predicts class value: no-recurrence-events RandomTree ========== deg-malig = 1 | age = 10-19 : no-recurrence-events (0/0) | age = 20-29 : no-recurrence-events (0/0) | age = 30-39 | | breast-quad = left_up : recurrence-events (3.35/0) | | breast-quad = left_low | | | tumor-size = 0-4 : no-recurrence-events (0/0) | | | tumor-size = 5-9 : no-recurrence-events (0/0) | | | tumor-size = 10-14 : no-recurrence-events (0.71/0) | | | tumor-size = 15-19 | | | | breast = left : no-recurrence-events (1.43/0) | | | | breast = right : recurrence-events (1.68/0) | | | tumor-size = 20-24 : no-recurrence-events (0/0) | | | tumor-size = 25-29 : no-recurrence-events (0/0) | | | tumor-size = 30-34 : no-recurrence-events (0/0) | | | tumor-size = 35-39 : no-recurrence-events (0/0) | | | tumor-size = 40-44 : no-recurrence-events (0/0) | | | tumor-size = 45-49 : no-recurrence-events (0/0) | | | tumor-size = 50-54 : no-recurrence-events (0/0) | | | tumor-size = 55-59 : no-recurrence-events (0/0) | | breast-quad = right_up : no-recurrence-events (0/0) | | breast-quad = right_low : no-recurrence-events (0/0) | | breast-quad = central : no-recurrence-events (0.71/0) | age = 40-49 | | breast-quad = left_up | | | tumor-size = 0-4 : no-recurrence-events (0/0) | | | tumor-size = 5-9 : no-recurrence-events (0/0) | | | tumor-size = 10-14 : no-recurrence-events (1.43/0) | | | tumor-size = 15-19 : no-recurrence-events (0/0) | | | tumor-size = 20-24 : no-recurrence-events (0/0) | | | tumor-size = 25-29 : no-recurrence-events (0/0) | | | tumor-size = 30-34 : no-recurrence-events (0.71/0) | | | tumor-size = 35-39 : recurrence-events (1.68/0) | | | tumor-size = 40-44 : no-recurrence-events (0.71/0) | | | tumor-size = 45-49 : no-recurrence-events (0/0) | | | tumor-size = 50-54 : no-recurrence-events (0/0) | | | tumor-size = 55-59 : no-recurrence-events (0/0) | | breast-quad = left_low | | | tumor-size = 0-4 : no-recurrence-events (0/0) | | | tumor-size = 5-9 : no-recurrence-events (0.71/0) | | | tumor-size = 10-14 : no-recurrence-events (0/0) | | | tumor-size = 15-19 : no-recurrence-events (0/0) | | | tumor-size = 20-24 : no-recurrence-events (0.71/0) | | | tumor-size = 25-29 : no-recurrence-events (0.71/0) | | | tumor-size = 30-34 | | | | irradiat = yes : recurrence-events (1.68/0) | | | | irradiat = no : no-recurrence-events (0.71/0) | | | tumor-size = 35-39 : no-recurrence-events (0.71/0) | | | tumor-size = 40-44 : recurrence-events (1.68/0) | | | tumor-size = 45-49 : no-recurrence-events (0/0) | | | tumor-size = 50-54 : no-recurrence-events (0/0) | | | tumor-size = 55-59 : no-recurrence-events (0/0) | | breast-quad = right_up : no-recurrence-events (1.43/0) | | breast-quad = right_low : no-recurrence-events (2.86/0) | | breast-quad = central : no-recurrence-events (0/0) | age = 50-59 | | menopause = lt40 : recurrence-events (3.35/0) | | menopause = ge40 : no-recurrence-events (10.71/0) | | menopause = premeno | | | breast-quad = left_up | | | | inv-nodes = 0-2 : recurrence-events (2.39/0.71) | | | | inv-nodes = 3-5 : no-recurrence-events (0.71/0) | | | | inv-nodes = 6-8 : no-recurrence-events (0/0) | | | | inv-nodes = 9-11 : no-recurrence-events (0/0) | | | | inv-nodes = 12-14 : no-recurrence-events (0/0) | | | | inv-nodes = 15-17 : no-recurrence-events (0/0) | | | | inv-nodes = 18-20 : no-recurrence-events (0/0) | | | | inv-nodes = 21-23 : no-recurrence-events (0/0) | | | | inv-nodes = 24-26 : no-recurrence-events (0/0) | | | | inv-nodes = 27-29 : no-recurrence-events (0/0) | | | | inv-nodes = 30-32 : no-recurrence-events (0/0) | | | | inv-nodes = 33-35 : no-recurrence-events (0/0) | | | | inv-nodes = 36-39 : no-recurrence-events (0/0) | | | breast-quad = left_low : no-recurrence-events (2.86/0) | | | breast-quad = right_up : no-recurrence-events (0/0) | | | breast-quad = right_low : no-recurrence-events (0/0) | | | breast-quad = central : no-recurrence-events (0.71/0) | age = 60-69 | | breast = left : no-recurrence-events (7.14/0) | | breast = right | | | breast-quad = left_up | | | | irradiat = yes : no-recurrence-events (0.71/0) | | | | irradiat = no | | | | | tumor-size = 0-4 : no-recurrence-events (0/0) | | | | | tumor-size = 5-9 : no-recurrence-events (0/0) | | | | | tumor-size = 10-14 : no-recurrence-events (0/0) | | | | | tumor-size = 15-19 : no-recurrence-events (0.71/0) | | | | | tumor-size = 20-24 : recurrence-events (1.68/0) | | | | | tumor-size = 25-29 : no-recurrence-events (0/0) | | | | | tumor-size = 30-34 : no-recurrence-events (0.71/0) | | | | | tumor-size = 35-39 : no-recurrence-events (0/0) | | | | | tumor-size = 40-44 : no-recurrence-events (0/0) | | | | | tumor-size = 45-49 : no-recurrence-events (0/0) | | | | | tumor-size = 50-54 : no-recurrence-events (0/0) | | | | | tumor-size = 55-59 : no-recurrence-events (0/0) | | | breast-quad = left_low : no-recurrence-events (1.43/0) | | | breast-quad = right_up : recurrence-events (1.68/0) | | | breast-quad = right_low : no-recurrence-events (0/0) | | | breast-quad = central : no-recurrence-events (0/0) | age = 70-79 | | tumor-size = 0-4 : no-recurrence-events (0.71/0) | | tumor-size = 5-9 : no-recurrence-events (0/0) | | tumor-size = 10-14 : no-recurrence-events (0/0) | | tumor-size = 15-19 : recurrence-events (1.68/0) | | tumor-size = 20-24 : no-recurrence-events (0/0) | | tumor-size = 25-29 : no-recurrence-events (0/0) | | tumor-size = 30-34 : no-recurrence-events (0/0) | | tumor-size = 35-39 : no-recurrence-events (0/0) | | tumor-size = 40-44 : no-recurrence-events (1.43/0) | | tumor-size = 45-49 : no-recurrence-events (0/0) | | tumor-size = 50-54 : no-recurrence-events (0/0) | | tumor-size = 55-59 : no-recurrence-events (0/0) | age = 80-89 : no-recurrence-events (0/0) | age = 90-99 : no-recurrence-events (0/0) deg-malig = 2 | age = 10-19 : no-recurrence-events (0/0) | age = 20-29 : no-recurrence-events (0.71/0) | age = 30-39 | | inv-nodes = 0-2 | | | breast = left | | | | tumor-size = 0-4 : no-recurrence-events (0/0) | | | | tumor-size = 5-9 : no-recurrence-events (0.71/0) | | | | tumor-size = 10-14 : no-recurrence-events (0.71/0) | | | | tumor-size = 15-19 : no-recurrence-events (0/0) | | | | tumor-size = 20-24 : no-recurrence-events (0.71/0) | | | | tumor-size = 25-29 : no-recurrence-events (0.71/0) | | | | tumor-size = 30-34 : recurrence-events (2.39/0.71) | | | | tumor-size = 35-39 : no-recurrence-events (0/0) | | | | tumor-size = 40-44 : no-recurrence-events (0.71/0) | | | | tumor-size = 45-49 : no-recurrence-events (0/0) | | | | tumor-size = 50-54 : no-recurrence-events (0/0) | | | | tumor-size = 55-59 : no-recurrence-events (0/0) | | | breast = right | | | | tumor-size = 0-4 : recurrence-events (2.39/0.71) | | | | tumor-size = 5-9 : no-recurrence-events (0/0) | | | | tumor-size = 10-14 : no-recurrence-events (0/0) | | | | tumor-size = 15-19 : no-recurrence-events (0/0) | | | | tumor-size = 20-24 : no-recurrence-events (0/0) | | | | tumor-size = 25-29 : no-recurrence-events (0.71/0) | | | | tumor-size = 30-34 : no-recurrence-events (0/0) | | | | tumor-size = 35-39 : no-recurrence-events (0/0) | | | | tumor-size = 40-44 : no-recurrence-events (0.71/0) | | | | tumor-size = 45-49 : no-recurrence-events (0/0) | | | | tumor-size = 50-54 : no-recurrence-events (0/0) | | | | tumor-size = 55-59 : no-recurrence-events (0/0) | | inv-nodes = 3-5 | | | breast = left : recurrence-events (1.68/0) | | | breast = right : no-recurrence-events (1.43/0) | | inv-nodes = 6-8 : no-recurrence-events (1.43/0) | | inv-nodes = 9-11 : recurrence-events (1.68/0) | | inv-nodes = 12-14 : no-recurrence-events (0/0) | | inv-nodes = 15-17 : no-recurrence-events (0/0) | | inv-nodes = 18-20 : no-recurrence-events (0/0) | | inv-nodes = 21-23 : no-recurrence-events (0/0) | | inv-nodes = 24-26 : no-recurrence-events (0/0) | | inv-nodes = 27-29 : no-recurrence-events (0/0) | | inv-nodes = 30-32 : no-recurrence-events (0/0) | | inv-nodes = 33-35 : no-recurrence-events (0/0) | | inv-nodes = 36-39 : no-recurrence-events (0/0) | age = 40-49 | | inv-nodes = 0-2 | | | breast = left | | | | tumor-size = 0-4 : no-recurrence-events (0/0) | | | | tumor-size = 5-9 : no-recurrence-events (0/0) | | | | tumor-size = 10-14 : no-recurrence-events (2.14/0) | | | | tumor-size = 15-19 | | | | | breast-quad = left_up : recurrence-events (1.68/0) | | | | | breast-quad = left_low : no-recurrence-events (0.71/0) | | | | | breast-quad = right_up : no-recurrence-events (0/0) | | | | | breast-quad = right_low : no-recurrence-events (0/0) | | | | | breast-quad = central : no-recurrence-events (0/0) | | | | tumor-size = 20-24 | | | | | breast-quad = left_up : no-recurrence-events (0.71/0) | | | | | breast-quad = left_low : recurrence-events (2.39/0.71) | | | | | breast-quad = right_up : no-recurrence-events (0/0) | | | | | breast-quad = right_low : no-recurrence-events (0.71/0) | | | | | breast-quad = central : no-recurrence-events (0.71/0) | | | | tumor-size = 25-29 | | | | | irradiat = yes | | | | | | breast-quad = left_up : no-recurrence-events (0.71/0) | | | | | | breast-quad = left_low : recurrence-events (1.68/0) | | | | | | breast-quad = right_up : no-recurrence-events (0/0) | | | | | | breast-quad = right_low : no-recurrence-events (0.71/0) | | | | | | breast-quad = central : no-recurrence-events (0/0) | | | | | irradiat = no : no-recurrence-events (1.43/0) | | | | tumor-size = 30-34 : no-recurrence-events (1.43/0) | | | | tumor-size = 35-39 : no-recurrence-events (0/0) | | | | tumor-size = 40-44 : no-recurrence-events (0/0) | | | | tumor-size = 45-49 : no-recurrence-events (0.71/0) | | | | tumor-size = 50-54 : no-recurrence-events (0.71/0) | | | | tumor-size = 55-59 : no-recurrence-events (0/0) | | | breast = right | | | | breast-quad = left_up | | | | | menopause = lt40 : no-recurrence-events (0/0) | | | | | menopause = ge40 : recurrence-events (1.68/0) | | | | | menopause = premeno : no-recurrence-events (2.86/0) | | | | breast-quad = left_low | | | | | irradiat = yes : recurrence-events (1.68/0) | | | | | irradiat = no | | | | | | tumor-size = 0-4 : no-recurrence-events (0/0) | | | | | | tumor-size = 5-9 : no-recurrence-events (0/0) | | | | | | tumor-size = 10-14 : no-recurrence-events (0.71/0) | | | | | | tumor-size = 15-19 : no-recurrence-events (0/0) | | | | | | tumor-size = 20-24 : no-recurrence-events (0/0) | | | | | | tumor-size = 25-29 : recurrence-events (4.07/0.71) | | | | | | tumor-size = 30-34 : no-recurrence-events (0/0) | | | | | | tumor-size = 35-39 : no-recurrence-events (0/0) | | | | | | tumor-size = 40-44 : no-recurrence-events (0.71/0) | | | | | | tumor-size = 45-49 : no-recurrence-events (0/0) | | | | | | tumor-size = 50-54 : no-recurrence-events (0/0) | | | | | | tumor-size = 55-59 : no-recurrence-events (0/0) | | | | breast-quad = right_up : no-recurrence-events (2.14/0) | | | | breast-quad = right_low : no-recurrence-events (1.43/0) | | | | breast-quad = central : no-recurrence-events (0.71/0) | | inv-nodes = 3-5 | | | node-caps = yes | | | | breast-quad = left_up : no-recurrence-events (0/0) | | | | breast-quad = left_low | | | | | tumor-size = 0-4 : no-recurrence-events (0/0) | | | | | tumor-size = 5-9 : no-recurrence-events (0/0) | | | | | tumor-size = 10-14 : no-recurrence-events (0/0) | | | | | tumor-size = 15-19 : no-recurrence-events (0/0) | | | | | tumor-size = 20-24 : recurrence-events (1.68/0) | | | | | tumor-size = 25-29 : no-recurrence-events (0/0) | | | | | tumor-size = 30-34 : no-recurrence-events (0.71/0) | | | | | tumor-size = 35-39 : no-recurrence-events (0/0) | | | | | tumor-size = 40-44 : no-recurrence-events (0/0) | | | | | tumor-size = 45-49 : no-recurrence-events (0/0) | | | | | tumor-size = 50-54 : no-recurrence-events (0/0) | | | | | tumor-size = 55-59 : no-recurrence-events (0/0) | | | | breast-quad = right_up : recurrence-events (3.35/0) | | | | breast-quad = right_low : no-recurrence-events (0/0) | | | | breast-quad = central : no-recurrence-events (0/0) | | | node-caps = no | | | | tumor-size = 0-4 : no-recurrence-events (0/0) | | | | tumor-size = 5-9 : no-recurrence-events (0/0) | | | | tumor-size = 10-14 : no-recurrence-events (0/0) | | | | tumor-size = 15-19 : no-recurrence-events (0/0) | | | | tumor-size = 20-24 : no-recurrence-events (1.43/0) | | | | tumor-size = 25-29 : no-recurrence-events (0/0) | | | | tumor-size = 30-34 : recurrence-events (1.68/0) | | | | tumor-size = 35-39 : no-recurrence-events (0/0) | | | | tumor-size = 40-44 : no-recurrence-events (0/0) | | | | tumor-size = 45-49 : no-recurrence-events (0/0) | | | | tumor-size = 50-54 : no-recurrence-events (0/0) | | | | tumor-size = 55-59 : no-recurrence-events (0/0) | | inv-nodes = 6-8 : no-recurrence-events (1.43/0) | | inv-nodes = 9-11 : no-recurrence-events (1.43/0) | | inv-nodes = 12-14 : no-recurrence-events (0/0) | | inv-nodes = 15-17 : no-recurrence-events (0.71/0) | | inv-nodes = 18-20 : no-recurrence-events (0/0) | | inv-nodes = 21-23 : no-recurrence-events (0/0) | | inv-nodes = 24-26 : no-recurrence-events (0/0) | | inv-nodes = 27-29 : no-recurrence-events (0/0) | | inv-nodes = 30-32 : no-recurrence-events (0/0) | | inv-nodes = 33-35 : no-recurrence-events (0/0) | | inv-nodes = 36-39 : no-recurrence-events (0/0) | age = 50-59 | | inv-nodes = 0-2 | | | tumor-size = 0-4 : no-recurrence-events (0.71/0) | | | tumor-size = 5-9 : no-recurrence-events (0.71/0) | | | tumor-size = 10-14 : no-recurrence-events (2.14/0) | | | tumor-size = 15-19 | | | | menopause = lt40 : no-recurrence-events (0.71/0) | | | | menopause = ge40 : no-recurrence-events (2.14/0) | | | | menopause = premeno | | | | | breast-quad = left_up : no-recurrence-events (0/0) | | | | | breast-quad = left_low | | | | | | breast = left : recurrence-events (1.68/0) | | | | | | breast = right : no-recurrence-events (0.71/0) | | | | | breast-quad = right_up : no-recurrence-events (0/0) | | | | | breast-quad = right_low : no-recurrence-events (0.71/0) | | | | | breast-quad = central : no-recurrence-events (0/0) | | | tumor-size = 20-24 | | | | breast = left : recurrence-events (1.68/0) | | | | breast = right | | | | | breast-quad = left_up : no-recurrence-events (1.43/0) | | | | | breast-quad = left_low : no-recurrence-events (0/0) | | | | | breast-quad = right_up : no-recurrence-events (0/0) | | | | | breast-quad = right_low : no-recurrence-events (0/0) | | | | | breast-quad = central : recurrence-events (1.68/0) | | | tumor-size = 25-29 | | | | breast = left | | | | | breast-quad = left_up : no-recurrence-events (0.71/0) | | | | | breast-quad = left_low : no-recurrence-events (2.14/0) | | | | | breast-quad = right_up : recurrence-events (3.35/0) | | | | | breast-quad = right_low : no-recurrence-events (0/0) | | | | | breast-quad = central : no-recurrence-events (0/0) | | | | breast = right : no-recurrence-events (1.43/0) | | | tumor-size = 30-34 : no-recurrence-events (0/0) | | | tumor-size = 35-39 | | | | breast = left | | | | | breast-quad = left_up : no-recurrence-events (0.71/0) | | | | | breast-quad = left_low : recurrence-events (1.68/0) | | | | | breast-quad = right_up : no-recurrence-events (0/0) | | | | | breast-quad = right_low : no-recurrence-events (0/0) | | | | | breast-quad = central : no-recurrence-events (0/0) | | | | breast = right : no-recurrence-events (0.71/0) | | | tumor-size = 40-44 : no-recurrence-events (1.43/0) | | | tumor-size = 45-49 : no-recurrence-events (0/0) | | | tumor-size = 50-54 : no-recurrence-events (0.71/0) | | | tumor-size = 55-59 : no-recurrence-events (0/0) | | inv-nodes = 3-5 : no-recurrence-events (4.28/0) | | inv-nodes = 6-8 | | | irradiat = yes : recurrence-events (1.68/0) | | | irradiat = no : no-recurrence-events (0.71/0) | | inv-nodes = 9-11 : recurrence-events (1.68/0) | | inv-nodes = 12-14 : no-recurrence-events (0/0) | | inv-nodes = 15-17 : no-recurrence-events (0/0) | | inv-nodes = 18-20 : no-recurrence-events (0/0) | | inv-nodes = 21-23 : no-recurrence-events (0/0) | | inv-nodes = 24-26 : no-recurrence-events (0/0) | | inv-nodes = 27-29 : no-recurrence-events (0/0) | | inv-nodes = 30-32 : no-recurrence-events (0/0) | | inv-nodes = 33-35 : no-recurrence-events (0/0) | | inv-nodes = 36-39 : no-recurrence-events (0/0) | age = 60-69 | | tumor-size = 0-4 : no-recurrence-events (0/0) | | tumor-size = 5-9 : no-recurrence-events (0/0) | | tumor-size = 10-14 : no-recurrence-events (1.43/0) | | tumor-size = 15-19 : no-recurrence-events (4.28/0) | | tumor-size = 20-24 | | | irradiat = yes : recurrence-events (1.68/0) | | | irradiat = no : no-recurrence-events (1.43/0) | | tumor-size = 25-29 | | | breast = left : no-recurrence-events (0.71/0) | | | breast = right | | | | breast-quad = left_up : no-recurrence-events (0/0) | | | | breast-quad = left_low : no-recurrence-events (0.71/0) | | | | breast-quad = right_up : recurrence-events (1.68/0) | | | | breast-quad = right_low : no-recurrence-events (0/0) | | | | breast-quad = central : no-recurrence-events (0/0) | | tumor-size = 30-34 | | | node-caps = yes | | | | inv-nodes = 0-2 : recurrence-events (1.68/0) | | | | inv-nodes = 3-5 : recurrence-events (1.68/0) | | | | inv-nodes = 6-8 : no-recurrence-events (0.71/0) | | | | inv-nodes = 9-11 : no-recurrence-events (0/0) | | | | inv-nodes = 12-14 : no-recurrence-events (0/0) | | | | inv-nodes = 15-17 : no-recurrence-events (0/0) | | | | inv-nodes = 18-20 : no-recurrence-events (0/0) | | | | inv-nodes = 21-23 : no-recurrence-events (0/0) | | | | inv-nodes = 24-26 : no-recurrence-events (0/0) | | | | inv-nodes = 27-29 : no-recurrence-events (0/0) | | | | inv-nodes = 30-32 : no-recurrence-events (0/0) | | | | inv-nodes = 33-35 : no-recurrence-events (0/0) | | | | inv-nodes = 36-39 : no-recurrence-events (0/0) | | | node-caps = no : no-recurrence-events (2.14/0) | | tumor-size = 35-39 : no-recurrence-events (0/0) | | tumor-size = 40-44 | | | breast-quad = left_up : no-recurrence-events (0.71/0) | | | breast-quad = left_low : recurrence-events (1.68/0) | | | breast-quad = right_up : no-recurrence-events (0/0) | | | breast-quad = right_low : no-recurrence-events (0/0) | | | breast-quad = central : no-recurrence-events (0/0) | | tumor-size = 45-49 : no-recurrence-events (0/0) | | tumor-size = 50-54 : no-recurrence-events (1.43/0) | | tumor-size = 55-59 : no-recurrence-events (0/0) | age = 70-79 : no-recurrence-events (0.71/0) | age = 80-89 : no-recurrence-events (0/0) | age = 90-99 : no-recurrence-events (0/0) deg-malig = 3 | inv-nodes = 0-2 | | age = 10-19 : no-recurrence-events (0/0) | | age = 20-29 : no-recurrence-events (0/0) | | age = 30-39 | | | tumor-size = 0-4 : no-recurrence-events (0/0) | | | tumor-size = 5-9 : no-recurrence-events (0/0) | | | tumor-size = 10-14 : no-recurrence-events (0/0) | | | tumor-size = 15-19 : no-recurrence-events (0.71/0) | | | tumor-size = 20-24 | | | | breast-quad = left_up : recurrence-events (1.68/0) | | | | breast-quad = left_low : no-recurrence-events (0/0) | | | | breast-quad = right_up : no-recurrence-events (0/0) | | | | breast-quad = right_low : no-recurrence-events (0/0) | | | | breast-quad = central : no-recurrence-events (0.71/0) | | | tumor-size = 25-29 : no-recurrence-events (0/0) | | | tumor-size = 30-34 : no-recurrence-events (0.71/0) | | | tumor-size = 35-39 : recurrence-events (3.35/0) | | | tumor-size = 40-44 : no-recurrence-events (0/0) | | | tumor-size = 45-49 : no-recurrence-events (0/0) | | | tumor-size = 50-54 : no-recurrence-events (0/0) | | | tumor-size = 55-59 : no-recurrence-events (0/0) | | age = 40-49 | | | breast-quad = left_up | | | | irradiat = yes : no-recurrence-events (1.43/0) | | | | irradiat = no | | | | | breast = left | | | | | | menopause = lt40 : no-recurrence-events (0/0) | | | | | | menopause = ge40 : no-recurrence-events (0.71/0) | | | | | | menopause = premeno | | | | | | | tumor-size = 0-4 : no-recurrence-events (0/0) | | | | | | | tumor-size = 5-9 : no-recurrence-events (0/0) | | | | | | | tumor-size = 10-14 : no-recurrence-events (0/0) | | | | | | | tumor-size = 15-19 : no-recurrence-events (0/0) | | | | | | | tumor-size = 20-24 : no-recurrence-events (0/0) | | | | | | | tumor-size = 25-29 : recurrence-events (1.68/0) | | | | | | | tumor-size = 30-34 : no-recurrence-events (0.71/0) | | | | | | | tumor-size = 35-39 : no-recurrence-events (0/0) | | | | | | | tumor-size = 40-44 : no-recurrence-events (0/0) | | | | | | | tumor-size = 45-49 : no-recurrence-events (0/0) | | | | | | | tumor-size = 50-54 : no-recurrence-events (0/0) | | | | | | | tumor-size = 55-59 : no-recurrence-events (0/0) | | | | | breast = right : recurrence-events (1.68/0) | | | breast-quad = left_low : no-recurrence-events (2.14/0) | | | breast-quad = right_up | | | | tumor-size = 0-4 : no-recurrence-events (0/0) | | | | tumor-size = 5-9 : no-recurrence-events (0/0) | | | | tumor-size = 10-14 : no-recurrence-events (0/0) | | | | tumor-size = 15-19 : no-recurrence-events (0/0) | | | | tumor-size = 20-24 : no-recurrence-events (0/0) | | | | tumor-size = 25-29 : recurrence-events (1.68/0) | | | | tumor-size = 30-34 | | | | | node-caps = yes : recurrence-events (1.68/0) | | | | | node-caps = no : recurrence-events (2.39/0.71) | | | | tumor-size = 35-39 : no-recurrence-events (0/0) | | | | tumor-size = 40-44 : no-recurrence-events (0/0) | | | | tumor-size = 45-49 : no-recurrence-events (0/0) | | | | tumor-size = 50-54 : no-recurrence-events (0/0) | | | | tumor-size = 55-59 : no-recurrence-events (0/0) | | | breast-quad = right_low : no-recurrence-events (0/0) | | | breast-quad = central : no-recurrence-events (0.71/0) | | age = 50-59 | | | tumor-size = 0-4 : no-recurrence-events (0/0) | | | tumor-size = 5-9 : no-recurrence-events (0/0) | | | tumor-size = 10-14 : no-recurrence-events (0.71/0) | | | tumor-size = 15-19 : no-recurrence-events (0/0) | | | tumor-size = 20-24 : no-recurrence-events (2.14/0) | | | tumor-size = 25-29 | | | | breast-quad = left_up : no-recurrence-events (0/0) | | | | breast-quad = left_low : recurrence-events (1.68/0) | | | | breast-quad = right_up : no-recurrence-events (0.71/0) | | | | breast-quad = right_low : no-recurrence-events (0/0) | | | | breast-quad = central : no-recurrence-events (0/0) | | | tumor-size = 30-34 | | | | breast-quad = left_up | | | | | menopause = lt40 : no-recurrence-events (0.71/0) | | | | | menopause = ge40 : recurrence-events (0.73/0) | | | | | menopause = premeno : recurrence-events (1.68/0) | | | | breast-quad = left_low : no-recurrence-events (1.86/0.44) | | | | breast-quad = right_up : recurrence-events (2.19/0) | | | | breast-quad = right_low : no-recurrence-events (0/0) | | | | breast-quad = central : no-recurrence-events (0/0) | | | tumor-size = 35-39 : no-recurrence-events (1.43/0) | | | tumor-size = 40-44 : no-recurrence-events (2.14/0) | | | tumor-size = 45-49 : no-recurrence-events (0/0) | | | tumor-size = 50-54 : no-recurrence-events (0/0) | | | tumor-size = 55-59 : no-recurrence-events (0/0) | | age = 60-69 | | | tumor-size = 0-4 : no-recurrence-events (0/0) | | | tumor-size = 5-9 : no-recurrence-events (0/0) | | | tumor-size = 10-14 : no-recurrence-events (0/0) | | | tumor-size = 15-19 : no-recurrence-events (0.71/0) | | | tumor-size = 20-24 : recurrence-events (1.68/0) | | | tumor-size = 25-29 | | | | breast = left : recurrence-events (3.35/0) | | | | breast = right : no-recurrence-events (1.43/0) | | | tumor-size = 30-34 | | | | breast = left : no-recurrence-events (0.71/0) | | | | breast = right : recurrence-events (3.35/0) | | | tumor-size = 35-39 : no-recurrence-events (0/0) | | | tumor-size = 40-44 : no-recurrence-events (0/0) | | | tumor-size = 45-49 : no-recurrence-events (0/0) | | | tumor-size = 50-54 : recurrence-events (1.68/0) | | | tumor-size = 55-59 : no-recurrence-events (0/0) | | age = 70-79 : no-recurrence-events (0.71/0) | | age = 80-89 : no-recurrence-events (0/0) | | age = 90-99 : no-recurrence-events (0/0) | inv-nodes = 3-5 | | tumor-size = 0-4 : no-recurrence-events (0/0) | | tumor-size = 5-9 : no-recurrence-events (0/0) | | tumor-size = 10-14 : no-recurrence-events (0/0) | | tumor-size = 15-19 : no-recurrence-events (0/0) | | tumor-size = 20-24 : recurrence-events (3.35/0) | | tumor-size = 25-29 | | | irradiat = yes : recurrence-events (3.35/0) | | | irradiat = no : no-recurrence-events (0.71/0) | | tumor-size = 30-34 | | | menopause = lt40 : no-recurrence-events (0/0) | | | menopause = ge40 | | | | breast-quad = left_up : recurrence-events (1.68/0) | | | | breast-quad = left_low | | | | | age = 10-19 : no-recurrence-events (0/0) | | | | | age = 20-29 : no-recurrence-events (0/0) | | | | | age = 30-39 : no-recurrence-events (0/0) | | | | | age = 40-49 : recurrence-events (1.68/0) | | | | | age = 50-59 : recurrence-events (1.68/0) | | | | | age = 60-69 : no-recurrence-events (0.71/0) | | | | | age = 70-79 : no-recurrence-events (0/0) | | | | | age = 80-89 : no-recurrence-events (0/0) | | | | | age = 90-99 : no-recurrence-events (0/0) | | | | breast-quad = right_up : no-recurrence-events (0/0) | | | | breast-quad = right_low : no-recurrence-events (0/0) | | | | breast-quad = central : no-recurrence-events (0/0) | | | menopause = premeno : recurrence-events (1.68/0) | | tumor-size = 35-39 : no-recurrence-events (0/0) | | tumor-size = 40-44 | | | age = 10-19 : no-recurrence-events (0/0) | | | age = 20-29 : no-recurrence-events (0/0) | | | age = 30-39 : no-recurrence-events (0.71/0) | | | age = 40-49 : no-recurrence-events (0.71/0) | | | age = 50-59 : no-recurrence-events (0/0) | | | age = 60-69 : recurrence-events (1.68/0) | | | age = 70-79 : no-recurrence-events (0/0) | | | age = 80-89 : no-recurrence-events (0/0) | | | age = 90-99 : no-recurrence-events (0/0) | | tumor-size = 45-49 : no-recurrence-events (0/0) | | tumor-size = 50-54 : no-recurrence-events (0/0) | | tumor-size = 55-59 : no-recurrence-events (0/0) | inv-nodes = 6-8 | | tumor-size = 0-4 : no-recurrence-events (0/0) | | tumor-size = 5-9 : no-recurrence-events (0/0) | | tumor-size = 10-14 : recurrence-events (1.68/0) | | tumor-size = 15-19 : recurrence-events (1.68/0) | | tumor-size = 20-24 : no-recurrence-events (0/0) | | tumor-size = 25-29 : recurrence-events (3.35/0) | | tumor-size = 30-34 : recurrence-events (3.35/0) | | tumor-size = 35-39 : recurrence-events (1.68/0) | | tumor-size = 40-44 : recurrence-events (3.35/0) | | tumor-size = 45-49 : no-recurrence-events (0.71/0) | | tumor-size = 50-54 : no-recurrence-events (0/0) | | tumor-size = 55-59 : no-recurrence-events (0/0) | inv-nodes = 9-11 | | age = 10-19 : no-recurrence-events (0/0) | | age = 20-29 : no-recurrence-events (0/0) | | age = 30-39 : recurrence-events (1.68/0) | | age = 40-49 : recurrence-events (1.68/0) | | age = 50-59 | | | breast-quad = left_up : no-recurrence-events (0.71/0) | | | breast-quad = left_low : no-recurrence-events (0.71/0) | | | breast-quad = right_up : no-recurrence-events (0/0) | | | breast-quad = right_low : recurrence-events (1.68/0) | | | breast-quad = central : no-recurrence-events (0/0) | | age = 60-69 : no-recurrence-events (0/0) | | age = 70-79 : no-recurrence-events (0/0) | | age = 80-89 : no-recurrence-events (0/0) | | age = 90-99 : no-recurrence-events (0/0) | inv-nodes = 12-14 | | tumor-size = 0-4 : no-recurrence-events (0/0) | | tumor-size = 5-9 : no-recurrence-events (0/0) | | tumor-size = 10-14 : no-recurrence-events (0/0) | | tumor-size = 15-19 : no-recurrence-events (0.71/0) | | tumor-size = 20-24 : no-recurrence-events (0/0) | | tumor-size = 25-29 : recurrence-events (1.68/0) | | tumor-size = 30-34 : recurrence-events (1.68/0) | | tumor-size = 35-39 : no-recurrence-events (0/0) | | tumor-size = 40-44 : no-recurrence-events (0/0) | | tumor-size = 45-49 : no-recurrence-events (0/0) | | tumor-size = 50-54 : no-recurrence-events (0/0) | | tumor-size = 55-59 : no-recurrence-events (0/0) | inv-nodes = 15-17 | | menopause = lt40 : no-recurrence-events (0/0) | | menopause = ge40 : no-recurrence-events (1.43/0) | | menopause = premeno : recurrence-events (5.03/0) | inv-nodes = 18-20 : no-recurrence-events (0/0) | inv-nodes = 21-23 : no-recurrence-events (0/0) | inv-nodes = 24-26 : recurrence-events (1.68/0) | inv-nodes = 27-29 : no-recurrence-events (0/0) | inv-nodes = 30-32 : no-recurrence-events (0/0) | inv-nodes = 33-35 : no-recurrence-events (0/0) | inv-nodes = 36-39 : no-recurrence-events (0/0) Size of the tree : 562 RandomTree ========== inv-nodes = 0-2 | tumor-size = 0-4 | | deg-malig = 1 : no-recurrence-events (1.15/0) | | deg-malig = 2 | | | menopause = lt40 : no-recurrence-events (0/0) | | | menopause = ge40 : no-recurrence-events (0.38/0) | | | menopause = premeno | | | | age = 10-19 : no-recurrence-events (0/0) | | | | age = 20-29 : no-recurrence-events (0/0) | | | | age = 30-39 : recurrence-events (19.92/9.92) | | | | age = 40-49 : no-recurrence-events (0.38/0) | | | | age = 50-59 : no-recurrence-events (0/0) | | | | age = 60-69 : no-recurrence-events (0/0) | | | | age = 70-79 : no-recurrence-events (0/0) | | | | age = 80-89 : no-recurrence-events (0/0) | | | | age = 90-99 : no-recurrence-events (0/0) | | deg-malig = 3 : no-recurrence-events (0.38/0) | tumor-size = 5-9 : no-recurrence-events (1.53/0) | tumor-size = 10-14 : no-recurrence-events (9.97/0) | tumor-size = 15-19 | | menopause = lt40 : no-recurrence-events (0.77/0) | | menopause = ge40 : no-recurrence-events (5.37/0) | | menopause = premeno | | | node-caps = yes : recurrence-events (0.9/0) | | | node-caps = no | | | | breast-quad = left_up : recurrence-events (0.9/0) | | | | breast-quad = left_low | | | | | age = 10-19 : no-recurrence-events (0/0) | | | | | age = 20-29 : no-recurrence-events (0/0) | | | | | age = 30-39 : recurrence-events (1.67/0.77) | | | | | age = 40-49 : no-recurrence-events (0.38/0) | | | | | age = 50-59 : recurrence-events (1.67/0.77) | | | | | age = 60-69 : no-recurrence-events (0/0) | | | | | age = 70-79 : no-recurrence-events (0/0) | | | | | age = 80-89 : no-recurrence-events (0/0) | | | | | age = 90-99 : no-recurrence-events (0/0) | | | | breast-quad = right_up : no-recurrence-events (0/0) | | | | breast-quad = right_low : no-recurrence-events (0.38/0) | | | | breast-quad = central : no-recurrence-events (0/0) | tumor-size = 20-24 | | menopause = lt40 : recurrence-events (1.8/0) | | menopause = ge40 | | | age = 10-19 : no-recurrence-events (0/0) | | | age = 20-29 : no-recurrence-events (0/0) | | | age = 30-39 : no-recurrence-events (0/0) | | | age = 40-49 : recurrence-events (1.67/0.77) | | | age = 50-59 | | | | deg-malig = 1 : no-recurrence-events (0.38/0) | | | | deg-malig = 2 | | | | | node-caps = yes : no-recurrence-events (0.38/0) | | | | | node-caps = no | | | | | | breast-quad = left_up : recurrence-events (1.28/0.38) | | | | | | breast-quad = left_low : no-recurrence-events (0/0) | | | | | | breast-quad = right_up : no-recurrence-events (0/0) | | | | | | breast-quad = right_low : no-recurrence-events (0/0) | | | | | | breast-quad = central : recurrence-events (0.9/0) | | | | deg-malig = 3 : no-recurrence-events (1.15/0) | | | age = 60-69 | | | | deg-malig = 1 : recurrence-events (1.67/0.77) | | | | deg-malig = 2 : no-recurrence-events (0.77/0) | | | | deg-malig = 3 : recurrence-events (0.9/0) | | | age = 70-79 : no-recurrence-events (0.38/0) | | | age = 80-89 : no-recurrence-events (0/0) | | | age = 90-99 : no-recurrence-events (0/0) | | menopause = premeno | | | breast-quad = left_up | | | | age = 10-19 : no-recurrence-events (0/0) | | | | age = 20-29 : no-recurrence-events (0/0) | | | | age = 30-39 : recurrence-events (0.9/0) | | | | age = 40-49 : no-recurrence-events (1.15/0) | | | | age = 50-59 : no-recurrence-events (0/0) | | | | age = 60-69 : no-recurrence-events (0/0) | | | | age = 70-79 : no-recurrence-events (0/0) | | | | age = 80-89 : no-recurrence-events (0/0) | | | | age = 90-99 : no-recurrence-events (0/0) | | | breast-quad = left_low | | | | deg-malig = 1 : no-recurrence-events (0.77/0) | | | | deg-malig = 2 : recurrence-events (19.92/9.92) | | | | deg-malig = 3 : no-recurrence-events (0.38/0) | | | breast-quad = right_up : no-recurrence-events (0.77/0) | | | breast-quad = right_low : no-recurrence-events (1.15/0) | | | breast-quad = central : no-recurrence-events (0.77/0) | tumor-size = 25-29 | | breast-quad = left_up | | | node-caps = yes : no-recurrence-events (0.38/0) | | | node-caps = no | | | | deg-malig = 1 : recurrence-events (19.92/9.92) | | | | deg-malig = 2 : no-recurrence-events (1.53/0) | | | | deg-malig = 3 | | | | | breast = left : recurrence-events (1.8/0) | | | | | breast = right : no-recurrence-events (0.77/0) | | breast-quad = left_low | | | menopause = lt40 : no-recurrence-events (0/0) | | | menopause = ge40 : no-recurrence-events (2.3/0) | | | menopause = premeno | | | | age = 10-19 : no-recurrence-events (0/0) | | | | age = 20-29 : no-recurrence-events (0/0) | | | | age = 30-39 : no-recurrence-events (0.77/0) | | | | age = 40-49 | | | | | breast = left : recurrence-events (0.9/0) | | | | | breast = right | | | | | | deg-malig = 1 : no-recurrence-events (0.38/0) | | | | | | deg-malig = 2 : recurrence-events (28.17/13.97) | | | | | | deg-malig = 3 : no-recurrence-events (0/0) | | | | age = 50-59 | | | | | irradiat = yes : recurrence-events (0.9/0) | | | | | irradiat = no : no-recurrence-events (1.15/0) | | | | age = 60-69 : no-recurrence-events (0/0) | | | | age = 70-79 : no-recurrence-events (0/0) | | | | age = 80-89 : no-recurrence-events (0/0) | | | | age = 90-99 : no-recurrence-events (0/0) | | breast-quad = right_up | | | deg-malig = 1 : no-recurrence-events (0/0) | | | deg-malig = 2 : recurrence-events (1.8/0) | | | deg-malig = 3 : recurrence-events (1.28/0.38) | | breast-quad = right_low | | | age = 10-19 : no-recurrence-events (0/0) | | | age = 20-29 : no-recurrence-events (0/0) | | | age = 30-39 : no-recurrence-events (0/0) | | | age = 40-49 : no-recurrence-events (1.15/0) | | | age = 50-59 : no-recurrence-events (0.77/0) | | | age = 60-69 : recurrence-events (0.9/0) | | | age = 70-79 : no-recurrence-events (0/0) | | | age = 80-89 : no-recurrence-events (0/0) | | | age = 90-99 : no-recurrence-events (0/0) | | breast-quad = central : no-recurrence-events (0.77/0) | tumor-size = 30-34 | | menopause = lt40 : no-recurrence-events (0.77/0) | | menopause = ge40 | | | deg-malig = 1 : no-recurrence-events (2.3/0) | | | deg-malig = 2 | | | | node-caps = yes : recurrence-events (0.9/0) | | | | node-caps = no : no-recurrence-events (1.53/0) | | | deg-malig = 3 | | | | irradiat = yes : recurrence-events (0.9/0) | | | | irradiat = no | | | | | age = 10-19 : no-recurrence-events (0/0) | | | | | age = 20-29 : no-recurrence-events (0/0) | | | | | age = 30-39 : no-recurrence-events (0/0) | | | | | age = 40-49 : no-recurrence-events (0/0) | | | | | age = 50-59 | | | | | | breast = left : recurrence-events (7.66/0) | | | | | | breast = right : no-recurrence-events (3.61/0) | | | | | age = 60-69 : recurrence-events (1.28/0.38) | | | | | age = 70-79 : no-recurrence-events (0/0) | | | | | age = 80-89 : no-recurrence-events (0/0) | | | | | age = 90-99 : no-recurrence-events (0/0) | | menopause = premeno | | | node-caps = yes : recurrence-events (0.9/0) | | | node-caps = no | | | | age = 10-19 : no-recurrence-events (0/0) | | | | age = 20-29 : no-recurrence-events (0/0) | | | | age = 30-39 | | | | | breast-quad = left_up | | | | | | deg-malig = 1 : recurrence-events (0.9/0) | | | | | | deg-malig = 2 : recurrence-events (19.92/9.92) | | | | | | deg-malig = 3 : no-recurrence-events (0/0) | | | | | breast-quad = left_low : no-recurrence-events (0.38/0) | | | | | breast-quad = right_up : no-recurrence-events (0/0) | | | | | breast-quad = right_low : no-recurrence-events (0/0) | | | | | breast-quad = central : no-recurrence-events (0/0) | | | | age = 40-49 | | | | | deg-malig = 1 | | | | | | breast = left : recurrence-events (1.67/0.77) | | | | | | breast = right : no-recurrence-events (0.38/0) | | | | | deg-malig = 2 : no-recurrence-events (1.15/0) | | | | | deg-malig = 3 | | | | | | breast = left : no-recurrence-events (0.38/0) | | | | | | breast = right : recurrence-events (19.92/9.92) | | | | age = 50-59 | | | | | irradiat = yes : recurrence-events (0.9/0) | | | | | irradiat = no | | | | | | deg-malig = 1 : no-recurrence-events (0.38/0) | | | | | | deg-malig = 2 : no-recurrence-events (0/0) | | | | | | deg-malig = 3 | | | | | | | breast-quad = left_up : no-recurrence-events (0/0) | | | | | | | breast-quad = left_low : no-recurrence-events (3.61/0) | | | | | | | breast-quad = right_up : recurrence-events (0.9/0) | | | | | | | breast-quad = right_low : no-recurrence-events (0/0) | | | | | | | breast-quad = central : no-recurrence-events (0/0) | | | | age = 60-69 : no-recurrence-events (0/0) | | | | age = 70-79 : no-recurrence-events (0/0) | | | | age = 80-89 : no-recurrence-events (0/0) | | | | age = 90-99 : no-recurrence-events (0/0) | tumor-size = 35-39 | | age = 10-19 : no-recurrence-events (0/0) | | age = 20-29 : no-recurrence-events (0.38/0) | | age = 30-39 : recurrence-events (1.8/0) | | age = 40-49 | | | deg-malig = 1 : recurrence-events (1.28/0.38) | | | deg-malig = 2 : no-recurrence-events (0.38/0) | | | deg-malig = 3 : no-recurrence-events (0.77/0) | | age = 50-59 | | | deg-malig = 1 : no-recurrence-events (0/0) | | | deg-malig = 2 : recurrence-events (1.67/0.77) | | | deg-malig = 3 : no-recurrence-events (0.77/0) | | age = 60-69 : no-recurrence-events (0/0) | | age = 70-79 : no-recurrence-events (0/0) | | age = 80-89 : no-recurrence-events (0/0) | | age = 90-99 : no-recurrence-events (0/0) | tumor-size = 40-44 | | age = 10-19 : no-recurrence-events (0/0) | | age = 20-29 : no-recurrence-events (0/0) | | age = 30-39 : recurrence-events (1.67/0.77) | | age = 40-49 : recurrence-events (1.67/0.77) | | age = 50-59 : no-recurrence-events (1.92/0) | | age = 60-69 : recurrence-events (0.9/0) | | age = 70-79 : no-recurrence-events (0.77/0) | | age = 80-89 : no-recurrence-events (0/0) | | age = 90-99 : no-recurrence-events (0/0) | tumor-size = 45-49 : recurrence-events (1.28/0.38) | tumor-size = 50-54 | | age = 10-19 : no-recurrence-events (0/0) | | age = 20-29 : no-recurrence-events (0/0) | | age = 30-39 : no-recurrence-events (0/0) | | age = 40-49 : recurrence-events (1.28/0.38) | | age = 50-59 : no-recurrence-events (0.77/0) | | age = 60-69 : recurrence-events (1.67/0.77) | | age = 70-79 : no-recurrence-events (0/0) | | age = 80-89 : no-recurrence-events (0/0) | | age = 90-99 : no-recurrence-events (0/0) | tumor-size = 55-59 : no-recurrence-events (0/0) inv-nodes = 3-5 | deg-malig = 1 : no-recurrence-events (1.15/0) | deg-malig = 2 | | breast-quad = left_up | | | menopause = lt40 : no-recurrence-events (0/0) | | | menopause = ge40 : no-recurrence-events (0.77/0) | | | menopause = premeno | | | | age = 10-19 : no-recurrence-events (0/0) | | | | age = 20-29 : no-recurrence-events (0/0) | | | | age = 30-39 : no-recurrence-events (0.38/0) | | | | age = 40-49 : recurrence-events (1.28/0.38) | | | | age = 50-59 : no-recurrence-events (0.38/0) | | | | age = 60-69 : no-recurrence-events (0/0) | | | | age = 70-79 : no-recurrence-events (0/0) | | | | age = 80-89 : no-recurrence-events (0/0) | | | | age = 90-99 : no-recurrence-events (0/0) | | breast-quad = left_low | | | age = 10-19 : no-recurrence-events (0/0) | | | age = 20-29 : no-recurrence-events (0/0) | | | age = 30-39 : recurrence-events (0.9/0) | | | age = 40-49 : recurrence-events (1.67/0.77) | | | age = 50-59 : no-recurrence-events (1.53/0) | | | age = 60-69 : recurrence-events (0.9/0) | | | age = 70-79 : no-recurrence-events (0/0) | | | age = 80-89 : no-recurrence-events (0/0) | | | age = 90-99 : no-recurrence-events (0/0) | | breast-quad = right_up : recurrence-events (2.7/0) | | breast-quad = right_low : no-recurrence-events (0/0) | | breast-quad = central : recurrence-events (1.28/0.38) | deg-malig = 3 | | tumor-size = 0-4 : no-recurrence-events (0/0) | | tumor-size = 5-9 : no-recurrence-events (0/0) | | tumor-size = 10-14 : no-recurrence-events (0/0) | | tumor-size = 15-19 : no-recurrence-events (0/0) | | tumor-size = 20-24 : recurrence-events (1.8/0) | | tumor-size = 25-29 | | | breast = left : recurrence-events (1.8/0) | | | breast = right : no-recurrence-events (0.38/0) | | tumor-size = 30-34 | | | menopause = lt40 : no-recurrence-events (0/0) | | | menopause = ge40 | | | | node-caps = yes : no-recurrence-events (0.38/0) | | | | node-caps = no : recurrence-events (2.7/0) | | | menopause = premeno : recurrence-events (0.9/0) | | tumor-size = 35-39 : no-recurrence-events (0/0) | | tumor-size = 40-44 : recurrence-events (1.67/0.77) | | tumor-size = 45-49 : no-recurrence-events (0/0) | | tumor-size = 50-54 : no-recurrence-events (0/0) | | tumor-size = 55-59 : no-recurrence-events (0/0) inv-nodes = 6-8 | irradiat = yes | | breast = left : recurrence-events (6.31/0) | | breast = right : no-recurrence-events (0.77/0) | irradiat = no | | deg-malig = 1 : no-recurrence-events (0/0) | | deg-malig = 2 : no-recurrence-events (1.53/0) | | deg-malig = 3 | | | age = 10-19 : no-recurrence-events (0/0) | | | age = 20-29 : no-recurrence-events (0/0) | | | age = 30-39 : no-recurrence-events (0/0) | | | age = 40-49 : recurrence-events (0.9/0) | | | age = 50-59 : recurrence-events (0.9/0) | | | age = 60-69 : recurrence-events (1.28/0.38) | | | age = 70-79 : no-recurrence-events (0/0) | | | age = 80-89 : no-recurrence-events (0/0) | | | age = 90-99 : no-recurrence-events (0/0) inv-nodes = 9-11 | tumor-size = 0-4 : no-recurrence-events (0/0) | tumor-size = 5-9 : no-recurrence-events (0/0) | tumor-size = 10-14 : no-recurrence-events (0/0) | tumor-size = 15-19 : recurrence-events (0.9/0) | tumor-size = 20-24 : no-recurrence-events (0/0) | tumor-size = 25-29 : recurrence-events (0.9/0) | tumor-size = 30-34 | | breast-quad = left_up : recurrence-events (1.28/0.38) | | breast-quad = left_low : no-recurrence-events (0.38/0) | | breast-quad = right_up : no-recurrence-events (0/0) | | breast-quad = right_low : recurrence-events (0.9/0) | | breast-quad = central : no-recurrence-events (0/0) | tumor-size = 35-39 : recurrence-events (1.67/0.77) | tumor-size = 40-44 : no-recurrence-events (0/0) | tumor-size = 45-49 : no-recurrence-events (0/0) | tumor-size = 50-54 : recurrence-events (0.9/0) | tumor-size = 55-59 : no-recurrence-events (0/0) inv-nodes = 12-14 | node-caps = yes : recurrence-events (1.8/0) | node-caps = no : no-recurrence-events (0.38/0) inv-nodes = 15-17 | menopause = lt40 : no-recurrence-events (0/0) | menopause = ge40 : no-recurrence-events (1.15/0) | menopause = premeno : recurrence-events (2.7/0) inv-nodes = 18-20 : no-recurrence-events (0/0) inv-nodes = 21-23 : no-recurrence-events (0/0) inv-nodes = 24-26 : recurrence-events (0.9/0) inv-nodes = 27-29 : no-recurrence-events (0/0) inv-nodes = 30-32 : no-recurrence-events (0/0) inv-nodes = 33-35 : no-recurrence-events (0/0) inv-nodes = 36-39 : no-recurrence-events (0/0) Size of the tree : 321 RandomTree ========== age = 10-19 : no-recurrence-events (0/0) age = 20-29 : no-recurrence-events (0.04/0) age = 30-39 | tumor-size = 0-4 : recurrence-events (34.14/17.07) | tumor-size = 5-9 : no-recurrence-events (0.04/0) | tumor-size = 10-14 : no-recurrence-events (0.08/0) | tumor-size = 15-19 | | irradiat = yes : recurrence-events (0.09/0) | | irradiat = no | | | menopause = lt40 : no-recurrence-events (0.04/0) | | | menopause = ge40 : no-recurrence-events (0/0) | | | menopause = premeno | | | | breast = left : no-recurrence-events (1.42/0) | | | | breast = right : recurrence-events (1.43/0) | tumor-size = 20-24 : no-recurrence-events (1.3/0.18) | tumor-size = 25-29 : recurrence-events (0.34/0.16) | tumor-size = 30-34 | | breast-quad = left_up | | | inv-nodes = 0-2 | | | | breast = left : recurrence-events (34.14/17.07) | | | | breast = right : recurrence-events (0.09/0) | | | inv-nodes = 3-5 : recurrence-events (0.09/0) | | | inv-nodes = 6-8 : no-recurrence-events (0/0) | | | inv-nodes = 9-11 : recurrence-events (1.01/0) | | | inv-nodes = 12-14 : no-recurrence-events (0/0) | | | inv-nodes = 15-17 : no-recurrence-events (0/0) | | | inv-nodes = 18-20 : no-recurrence-events (0/0) | | | inv-nodes = 21-23 : no-recurrence-events (0/0) | | | inv-nodes = 24-26 : no-recurrence-events (0/0) | | | inv-nodes = 27-29 : no-recurrence-events (0/0) | | | inv-nodes = 30-32 : no-recurrence-events (0/0) | | | inv-nodes = 33-35 : no-recurrence-events (0/0) | | | inv-nodes = 36-39 : no-recurrence-events (0/0) | | breast-quad = left_low : no-recurrence-events (0.04/0) | | breast-quad = right_up : no-recurrence-events (0.04/0) | | breast-quad = right_low : no-recurrence-events (0/0) | | breast-quad = central : no-recurrence-events (0/0) | tumor-size = 35-39 : recurrence-events (1.61/0) | tumor-size = 40-44 | | deg-malig = 1 : recurrence-events (1.43/0) | | deg-malig = 2 : no-recurrence-events (1.42/0) | | deg-malig = 3 : no-recurrence-events (0.71/0) | tumor-size = 45-49 : no-recurrence-events (0/0) | tumor-size = 50-54 : no-recurrence-events (0/0) | tumor-size = 55-59 : no-recurrence-events (0/0) age = 40-49 | inv-nodes = 0-2 | | tumor-size = 0-4 : no-recurrence-events (0.08/0) | | tumor-size = 5-9 : no-recurrence-events (0.04/0) | | tumor-size = 10-14 : no-recurrence-events (0.31/0) | | tumor-size = 15-19 : recurrence-events (0.22/0.04) | | tumor-size = 20-24 | | | irradiat = yes : no-recurrence-events (0.04/0) | | | irradiat = no | | | | deg-malig = 1 : no-recurrence-events (0.12/0) | | | | deg-malig = 2 | | | | | breast-quad = left_up : recurrence-events (1.54/0.12) | | | | | breast-quad = left_low : recurrence-events (34.14/17.07) | | | | | breast-quad = right_up : no-recurrence-events (0.04/0) | | | | | breast-quad = right_low : no-recurrence-events (0.04/0) | | | | | breast-quad = central : no-recurrence-events (0.04/0) | | | | deg-malig = 3 : no-recurrence-events (1.42/0) | | tumor-size = 25-29 | | | breast-quad = left_up : no-recurrence-events (0.25/0.09) | | | breast-quad = left_low | | | | deg-malig = 1 : no-recurrence-events (0.04/0) | | | | deg-malig = 2 | | | | | breast = left : recurrence-events (0.13/0.04) | | | | | breast = right : recurrence-events (48.28/24.14) | | | | deg-malig = 3 : no-recurrence-events (0/0) | | | breast-quad = right_up : recurrence-events (1.01/0) | | | breast-quad = right_low : no-recurrence-events (0.12/0) | | | breast-quad = central : no-recurrence-events (0.04/0) | | tumor-size = 30-34 | | | irradiat = yes : recurrence-events (1.5/0.08) | | | irradiat = no | | | | breast-quad = left_up : no-recurrence-events (0.08/0) | | | | breast-quad = left_low : no-recurrence-events (0.71/0) | | | | breast-quad = right_up | | | | | deg-malig = 1 : no-recurrence-events (0.71/0) | | | | | deg-malig = 2 : no-recurrence-events (0/0) | | | | | deg-malig = 3 | | | | | | node-caps = yes : recurrence-events (0.09/0) | | | | | | node-caps = no : recurrence-events (34.14/17.07) | | | | breast-quad = right_low : no-recurrence-events (0.08/0) | | | | breast-quad = central : no-recurrence-events (0/0) | | tumor-size = 35-39 | | | node-caps = yes : no-recurrence-events (0.08/0) | | | node-caps = no | | | | deg-malig = 1 | | | | | breast = left : no-recurrence-events (1/0) | | | | | breast = right : recurrence-events (1.01/0) | | | | deg-malig = 2 : no-recurrence-events (0.04/0) | | | | deg-malig = 3 : no-recurrence-events (0/0) | | tumor-size = 40-44 | | | deg-malig = 1 | | | | breast = left : recurrence-events (1.43/0) | | | | breast = right : no-recurrence-events (0.71/0) | | | deg-malig = 2 : no-recurrence-events (0.71/0) | | | deg-malig = 3 : no-recurrence-events (0/0) | | tumor-size = 45-49 : no-recurrence-events (1/0) | | tumor-size = 50-54 | | | irradiat = yes : recurrence-events (1.01/0) | | | irradiat = no : no-recurrence-events (1/0) | | tumor-size = 55-59 : no-recurrence-events (0/0) | inv-nodes = 3-5 | | tumor-size = 0-4 : no-recurrence-events (0/0) | | tumor-size = 5-9 : no-recurrence-events (0/0) | | tumor-size = 10-14 : no-recurrence-events (0/0) | | tumor-size = 15-19 : no-recurrence-events (0/0) | | tumor-size = 20-24 | | | breast = left : recurrence-events (1.43/0) | | | breast = right : no-recurrence-events (1.9/0.18) | | tumor-size = 25-29 : no-recurrence-events (0/0) | | tumor-size = 30-34 : recurrence-events (1.91/0.71) | | tumor-size = 35-39 : no-recurrence-events (0/0) | | tumor-size = 40-44 : no-recurrence-events (0.71/0) | | tumor-size = 45-49 : no-recurrence-events (0/0) | | tumor-size = 50-54 : no-recurrence-events (0/0) | | tumor-size = 55-59 : no-recurrence-events (0/0) | inv-nodes = 6-8 : recurrence-events (0.17/0.08) | inv-nodes = 9-11 : no-recurrence-events (1.52/0.09) | inv-nodes = 12-14 : recurrence-events (0.22/0.04) | inv-nodes = 15-17 : recurrence-events (0.22/0.04) | inv-nodes = 18-20 : no-recurrence-events (0/0) | inv-nodes = 21-23 : no-recurrence-events (0/0) | inv-nodes = 24-26 : no-recurrence-events (0/0) | inv-nodes = 27-29 : no-recurrence-events (0/0) | inv-nodes = 30-32 : no-recurrence-events (0/0) | inv-nodes = 33-35 : no-recurrence-events (0/0) | inv-nodes = 36-39 : no-recurrence-events (0/0) age = 50-59 | breast-quad = left_up | | inv-nodes = 0-2 | | | tumor-size = 0-4 : no-recurrence-events (0/0) | | | tumor-size = 5-9 : no-recurrence-events (0/0) | | | tumor-size = 10-14 : no-recurrence-events (0.12/0) | | | tumor-size = 15-19 : no-recurrence-events (0/0) | | | tumor-size = 20-24 | | | | breast = left : recurrence-events (1.18/0.08) | | | | breast = right : no-recurrence-events (1.08/0) | | | tumor-size = 25-29 | | | | breast = left : no-recurrence-events (0.04/0) | | | | breast = right | | | | | deg-malig = 1 : recurrence-events (34.14/17.07) | | | | | deg-malig = 2 : no-recurrence-events (0.04/0) | | | | | deg-malig = 3 : no-recurrence-events (0/0) | | | tumor-size = 30-34 : recurrence-events (0.8/0.08) | | | tumor-size = 35-39 : no-recurrence-events (1.46/0) | | | tumor-size = 40-44 : no-recurrence-events (0.12/0) | | | tumor-size = 45-49 : no-recurrence-events (0/0) | | | tumor-size = 50-54 : no-recurrence-events (0.04/0) | | | tumor-size = 55-59 : no-recurrence-events (0/0) | | inv-nodes = 3-5 : no-recurrence-events (0.25/0.09) | | inv-nodes = 6-8 : no-recurrence-events (0/0) | | inv-nodes = 9-11 : no-recurrence-events (1.1/0.09) | | inv-nodes = 12-14 : no-recurrence-events (0/0) | | inv-nodes = 15-17 : no-recurrence-events (0.04/0) | | inv-nodes = 18-20 : no-recurrence-events (0/0) | | inv-nodes = 21-23 : no-recurrence-events (0/0) | | inv-nodes = 24-26 : no-recurrence-events (0/0) | | inv-nodes = 27-29 : no-recurrence-events (0/0) | | inv-nodes = 30-32 : no-recurrence-events (0/0) | | inv-nodes = 33-35 : no-recurrence-events (0/0) | | inv-nodes = 36-39 : no-recurrence-events (0/0) | breast-quad = left_low | | breast = left | | | menopause = lt40 : recurrence-events (0.13/0.04) | | | menopause = ge40 | | | | tumor-size = 0-4 : no-recurrence-events (0.04/0) | | | | tumor-size = 5-9 : no-recurrence-events (0/0) | | | | tumor-size = 10-14 : no-recurrence-events (0.08/0) | | | | tumor-size = 15-19 : no-recurrence-events (0/0) | | | | tumor-size = 20-24 : no-recurrence-events (0/0) | | | | tumor-size = 25-29 : recurrence-events (0.17/0.08) | | | | tumor-size = 30-34 : recurrence-events (0.27/0.08) | | | | tumor-size = 35-39 : recurrence-events (1.5/0.08) | | | | tumor-size = 40-44 : recurrence-events (0.26/0.08) | | | | tumor-size = 45-49 : no-recurrence-events (0/0) | | | | tumor-size = 50-54 : no-recurrence-events (0/0) | | | | tumor-size = 55-59 : no-recurrence-events (0/0) | | | menopause = premeno | | | | deg-malig = 1 : no-recurrence-events (0.83/0) | | | | deg-malig = 2 : recurrence-events (1.62/0.19) | | | | deg-malig = 3 : no-recurrence-events (0.49/0.09) | | breast = right : no-recurrence-events (1.32/0.09) | breast-quad = right_up : no-recurrence-events (1.68/0.48) | breast-quad = right_low : recurrence-events (0.4/0.12) | breast-quad = central : no-recurrence-events (0.37/0.1) age = 60-69 | breast = left | | tumor-size = 0-4 : no-recurrence-events (0/0) | | tumor-size = 5-9 : no-recurrence-events (0.04/0) | | tumor-size = 10-14 : no-recurrence-events (0.29/0.09) | | tumor-size = 15-19 : no-recurrence-events (0.16/0) | | tumor-size = 20-24 : no-recurrence-events (1.65/0.18) | | tumor-size = 25-29 : recurrence-events (0.22/0.04) | | tumor-size = 30-34 | | | deg-malig = 1 : no-recurrence-events (0.08/0) | | | deg-malig = 2 : recurrence-events (1.13/0.12) | | | deg-malig = 3 : no-recurrence-events (1.04/0) | | tumor-size = 35-39 : recurrence-events (1.01/0) | | tumor-size = 40-44 : no-recurrence-events (0/0) | | tumor-size = 45-49 : no-recurrence-events (1/0) | | tumor-size = 50-54 : no-recurrence-events (0.71/0) | | tumor-size = 55-59 : no-recurrence-events (0/0) | breast = right | | tumor-size = 0-4 : no-recurrence-events (0/0) | | tumor-size = 5-9 : no-recurrence-events (0/0) | | tumor-size = 10-14 : no-recurrence-events (0.08/0) | | tumor-size = 15-19 : no-recurrence-events (0.19/0) | | tumor-size = 20-24 : recurrence-events (1.56/0.04) | | tumor-size = 25-29 : no-recurrence-events (0.29/0.09) | | tumor-size = 30-34 : recurrence-events (1.27/0.08) | | tumor-size = 35-39 : no-recurrence-events (0/0) | | tumor-size = 40-44 : recurrence-events (1.56/0.04) | | tumor-size = 45-49 : recurrence-events (1.01/0) | | tumor-size = 50-54 | | | deg-malig = 1 : no-recurrence-events (0/0) | | | deg-malig = 2 : no-recurrence-events (0.71/0) | | | deg-malig = 3 : recurrence-events (1.43/0) | | tumor-size = 55-59 : no-recurrence-events (0/0) age = 70-79 : no-recurrence-events (0.29/0.09) age = 80-89 : no-recurrence-events (0/0) age = 90-99 : no-recurrence-events (0/0) Size of the tree : 226 RandomTree ========== node-caps = yes | tumor-size = 0-4 : no-recurrence-events (0/0) | tumor-size = 5-9 : no-recurrence-events (0/0) | tumor-size = 10-14 : recurrence-events (0.16/0) | tumor-size = 15-19 : recurrence-events (0.14/0.03) | tumor-size = 20-24 : recurrence-events (1.35/0.18) | tumor-size = 25-29 : recurrence-events (1.11/0.22) | tumor-size = 30-34 | | breast-quad = left_up : recurrence-events (0.16/0.01) | | breast-quad = left_low : no-recurrence-events (1.35/0.05) | | breast-quad = right_up : no-recurrence-events (0.3/0.12) | | breast-quad = right_low : recurrence-events (0.21/0) | | breast-quad = central : recurrence-events (0.41/0) | tumor-size = 35-39 : no-recurrence-events (0.79/0.34) | tumor-size = 40-44 : recurrence-events (0.65/0.22) | tumor-size = 45-49 : no-recurrence-events (0.07/0) | tumor-size = 50-54 : recurrence-events (0.36/0) | tumor-size = 55-59 : no-recurrence-events (0/0) node-caps = no | tumor-size = 0-4 | | age = 10-19 : no-recurrence-events (0/0) | | age = 20-29 : no-recurrence-events (0/0) | | age = 30-39 : recurrence-events (40.61/20.3) | | age = 40-49 : no-recurrence-events (0.01/0) | | age = 50-59 : no-recurrence-events (0.06/0) | | age = 60-69 : no-recurrence-events (0/0) | | age = 70-79 : no-recurrence-events (0.03/0) | | age = 80-89 : no-recurrence-events (0/0) | | age = 90-99 : no-recurrence-events (0/0) | tumor-size = 5-9 : no-recurrence-events (0.04/0) | tumor-size = 10-14 : no-recurrence-events (0.31/0) | tumor-size = 15-19 : recurrence-events (1.79/0.85) | tumor-size = 20-24 | | inv-nodes = 0-2 | | | breast-quad = left_up | | | | irradiat = yes : recurrence-events (0.27/0) | | | | irradiat = no | | | | | menopause = lt40 : recurrence-events (0.03/0) | | | | | menopause = ge40 : recurrence-events (1.89/0.78) | | | | | menopause = premeno : no-recurrence-events (0.47/0) | | | breast-quad = left_low | | | | deg-malig = 1 : no-recurrence-events (0.69/0.07) | | | | deg-malig = 2 : recurrence-events (40.61/20.3) | | | | deg-malig = 3 : no-recurrence-events (0.07/0.02) | | | breast-quad = right_up : no-recurrence-events (0.01/0) | | | breast-quad = right_low : no-recurrence-events (0.02/0) | | | breast-quad = central : recurrence-events (0.2/0.02) | | inv-nodes = 3-5 : no-recurrence-events (1.79/0.63) | | inv-nodes = 6-8 : no-recurrence-events (0.05/0) | | inv-nodes = 9-11 : no-recurrence-events (0/0) | | inv-nodes = 12-14 : no-recurrence-events (0/0) | | inv-nodes = 15-17 : no-recurrence-events (0/0) | | inv-nodes = 18-20 : no-recurrence-events (0/0) | | inv-nodes = 21-23 : no-recurrence-events (0/0) | | inv-nodes = 24-26 : no-recurrence-events (0/0) | | inv-nodes = 27-29 : no-recurrence-events (0/0) | | inv-nodes = 30-32 : no-recurrence-events (0/0) | | inv-nodes = 33-35 : no-recurrence-events (0/0) | | inv-nodes = 36-39 : no-recurrence-events (0/0) | tumor-size = 25-29 | | age = 10-19 : no-recurrence-events (0/0) | | age = 20-29 : no-recurrence-events (0/0) | | age = 30-39 : no-recurrence-events (0.15/0) | | age = 40-49 | | | deg-malig = 1 : no-recurrence-events (0.01/0) | | | deg-malig = 2 | | | | breast-quad = left_up : no-recurrence-events (0.11/0) | | | | breast-quad = left_low | | | | | irradiat = yes : recurrence-events (0.07/0) | | | | | irradiat = no | | | | | | menopause = lt40 : no-recurrence-events (0/0) | | | | | | menopause = ge40 : no-recurrence-events (0.07/0) | | | | | | menopause = premeno : recurrence-events (57.43/28.71) | | | | breast-quad = right_up : no-recurrence-events (0/0) | | | | breast-quad = right_low : no-recurrence-events (0/0) | | | | breast-quad = central : no-recurrence-events (0/0) | | | deg-malig = 3 : recurrence-events (0.25/0.04) | | age = 50-59 | | | breast-quad = left_up | | | | deg-malig = 1 : recurrence-events (40.61/20.3) | | | | deg-malig = 2 : no-recurrence-events (0.04/0) | | | | deg-malig = 3 : no-recurrence-events (0/0) | | | breast-quad = left_low : recurrence-events (0.84/0.35) | | | breast-quad = right_up : no-recurrence-events (1.1/0.34) | | | breast-quad = right_low : no-recurrence-events (0.14/0) | | | breast-quad = central : no-recurrence-events (0/0) | | age = 60-69 : recurrence-events (0.51/0.26) | | age = 70-79 : no-recurrence-events (0/0) | | age = 80-89 : no-recurrence-events (0/0) | | age = 90-99 : no-recurrence-events (0/0) | tumor-size = 30-34 | | breast-quad = left_up | | | breast = left | | | | age = 10-19 : no-recurrence-events (0/0) | | | | age = 20-29 : no-recurrence-events (0/0) | | | | age = 30-39 : recurrence-events (40.61/20.3) | | | | age = 40-49 : no-recurrence-events (0.24/0) | | | | age = 50-59 : no-recurrence-events (0.69/0.2) | | | | age = 60-69 : no-recurrence-events (0.14/0) | | | | age = 70-79 : no-recurrence-events (0/0) | | | | age = 80-89 : no-recurrence-events (0/0) | | | | age = 90-99 : no-recurrence-events (0/0) | | | breast = right : recurrence-events (1.54/0.32) | | breast-quad = left_low : no-recurrence-events (1.37/0.57) | | breast-quad = right_up | | | irradiat = yes : no-recurrence-events (0.19/0) | | | irradiat = no | | | | breast = left : recurrence-events (0.41/0.05) | | | | breast = right | | | | | age = 10-19 : no-recurrence-events (0/0) | | | | | age = 20-29 : no-recurrence-events (0/0) | | | | | age = 30-39 : no-recurrence-events (0/0) | | | | | age = 40-49 : recurrence-events (40.61/20.3) | | | | | age = 50-59 : no-recurrence-events (0.03/0) | | | | | age = 60-69 : no-recurrence-events (0/0) | | | | | age = 70-79 : no-recurrence-events (0/0) | | | | | age = 80-89 : no-recurrence-events (0/0) | | | | | age = 90-99 : no-recurrence-events (0/0) | | breast-quad = right_low : no-recurrence-events (0.01/0) | | breast-quad = central : recurrence-events (0.37/0.06) | tumor-size = 35-39 : no-recurrence-events (1.05/0.49) | tumor-size = 40-44 : no-recurrence-events (0.91/0.22) | tumor-size = 45-49 : recurrence-events (0.14/0.07) | tumor-size = 50-54 : no-recurrence-events (0.37/0.17) | tumor-size = 55-59 : no-recurrence-events (0/0) Size of the tree : 126 RandomTree ========== inv-nodes = 0-2 | menopause = lt40 : no-recurrence-events (0.56/0.2) | menopause = ge40 | | age = 10-19 : no-recurrence-events (0/0) | | age = 20-29 : no-recurrence-events (0/0) | | age = 30-39 : no-recurrence-events (0/0) | | age = 40-49 : recurrence-events (0.53/0.11) | | age = 50-59 | | | tumor-size = 0-4 : no-recurrence-events (0/0) | | | tumor-size = 5-9 : no-recurrence-events (0/0) | | | tumor-size = 10-14 : no-recurrence-events (0/0) | | | tumor-size = 15-19 : no-recurrence-events (0.16/0) | | | tumor-size = 20-24 : no-recurrence-events (0.86/0.35) | | | tumor-size = 25-29 : no-recurrence-events (0.65/0) | | | tumor-size = 30-34 : recurrence-events (0.62/0.27) | | | tumor-size = 35-39 : recurrence-events (0.68/0.23) | | | tumor-size = 40-44 : no-recurrence-events (0.06/0) | | | tumor-size = 45-49 : no-recurrence-events (0/0) | | | tumor-size = 50-54 : no-recurrence-events (0.03/0) | | | tumor-size = 55-59 : no-recurrence-events (0/0) | | age = 60-69 | | | deg-malig = 1 : no-recurrence-events (0.89/0.32) | | | deg-malig = 2 : no-recurrence-events (0.91/0.07) | | | deg-malig = 3 : recurrence-events (0.52/0.13) | | age = 70-79 : no-recurrence-events (0.08/0) | | age = 80-89 : no-recurrence-events (0/0) | | age = 90-99 : no-recurrence-events (0/0) | menopause = premeno | | breast-quad = left_up | | | irradiat = yes : no-recurrence-events (0.15/0.04) | | | irradiat = no | | | | deg-malig = 1 | | | | | age = 10-19 : no-recurrence-events (0/0) | | | | | age = 20-29 : no-recurrence-events (0/0) | | | | | age = 30-39 : recurrence-events (0.18/0) | | | | | age = 40-49 : recurrence-events (0.11/0.03) | | | | | age = 50-59 : recurrence-events (41.56/20.78) | | | | | age = 60-69 : no-recurrence-events (0/0) | | | | | age = 70-79 : no-recurrence-events (0/0) | | | | | age = 80-89 : no-recurrence-events (0/0) | | | | | age = 90-99 : no-recurrence-events (0/0) | | | | deg-malig = 2 | | | | | tumor-size = 0-4 : no-recurrence-events (0/0) | | | | | tumor-size = 5-9 : no-recurrence-events (0/0) | | | | | tumor-size = 10-14 : no-recurrence-events (0/0) | | | | | tumor-size = 15-19 : recurrence-events (0.05/0) | | | | | tumor-size = 20-24 : no-recurrence-events (0.03/0) | | | | | tumor-size = 25-29 : no-recurrence-events (0.01/0) | | | | | tumor-size = 30-34 : recurrence-events (41.56/20.78) | | | | | tumor-size = 35-39 : no-recurrence-events (0.05/0) | | | | | tumor-size = 40-44 : no-recurrence-events (0/0) | | | | | tumor-size = 45-49 : no-recurrence-events (0/0) | | | | | tumor-size = 50-54 : no-recurrence-events (0/0) | | | | | tumor-size = 55-59 : no-recurrence-events (0/0) | | | | deg-malig = 3 : recurrence-events (0.09/0) | | breast-quad = left_low | | | irradiat = yes : recurrence-events (1.02/0.11) | | | irradiat = no | | | | deg-malig = 1 : recurrence-events (0.56/0.28) | | | | deg-malig = 2 | | | | | tumor-size = 0-4 : no-recurrence-events (0/0) | | | | | tumor-size = 5-9 : no-recurrence-events (0/0) | | | | | tumor-size = 10-14 : no-recurrence-events (0/0) | | | | | tumor-size = 15-19 : recurrence-events (0.98/0.36) | | | | | tumor-size = 20-24 : recurrence-events (41.56/20.78) | | | | | tumor-size = 25-29 | | | | | | age = 10-19 : no-recurrence-events (0/0) | | | | | | age = 20-29 : no-recurrence-events (0/0) | | | | | | age = 30-39 : no-recurrence-events (0.01/0) | | | | | | age = 40-49 : recurrence-events (58.78/29.39) | | | | | | age = 50-59 : no-recurrence-events (0.3/0) | | | | | | age = 60-69 : no-recurrence-events (0/0) | | | | | | age = 70-79 : no-recurrence-events (0/0) | | | | | | age = 80-89 : no-recurrence-events (0/0) | | | | | | age = 90-99 : no-recurrence-events (0/0) | | | | | tumor-size = 30-34 : no-recurrence-events (0/0) | | | | | tumor-size = 35-39 : no-recurrence-events (0/0) | | | | | tumor-size = 40-44 : no-recurrence-events (0.03/0) | | | | | tumor-size = 45-49 : no-recurrence-events (0/0) | | | | | tumor-size = 50-54 : no-recurrence-events (0.07/0) | | | | | tumor-size = 55-59 : no-recurrence-events (0/0) | | | | deg-malig = 3 : no-recurrence-events (0.2/0.01) | | breast-quad = right_up | | | age = 10-19 : no-recurrence-events (0/0) | | | age = 20-29 : no-recurrence-events (0/0) | | | age = 30-39 : no-recurrence-events (0.03/0) | | | age = 40-49 | | | | deg-malig = 1 : no-recurrence-events (0.14/0) | | | | deg-malig = 2 : no-recurrence-events (0.01/0) | | | | deg-malig = 3 | | | | | node-caps = yes : recurrence-events (0.01/0) | | | | | node-caps = no | | | | | | breast = left : recurrence-events (0.03/0) | | | | | | breast = right : recurrence-events (41.56/20.78) | | | age = 50-59 : recurrence-events (0.59/0) | | | age = 60-69 : no-recurrence-events (0/0) | | | age = 70-79 : no-recurrence-events (0/0) | | | age = 80-89 : no-recurrence-events (0/0) | | | age = 90-99 : no-recurrence-events (0/0) | | breast-quad = right_low : no-recurrence-events (0.08/0) | | breast-quad = central | | | tumor-size = 0-4 | | | | deg-malig = 1 : no-recurrence-events (0/0) | | | | deg-malig = 2 : recurrence-events (41.56/20.78) | | | | deg-malig = 3 : no-recurrence-events (0/0) | | | tumor-size = 5-9 : no-recurrence-events (0/0) | | | tumor-size = 10-14 : no-recurrence-events (0/0) | | | tumor-size = 15-19 : no-recurrence-events (0/0) | | | tumor-size = 20-24 : no-recurrence-events (0.06/0) | | | tumor-size = 25-29 : no-recurrence-events (0/0) | | | tumor-size = 30-34 : no-recurrence-events (0.07/0) | | | tumor-size = 35-39 : no-recurrence-events (0/0) | | | tumor-size = 40-44 : no-recurrence-events (0/0) | | | tumor-size = 45-49 : no-recurrence-events (0/0) | | | tumor-size = 50-54 : no-recurrence-events (0/0) | | | tumor-size = 55-59 : no-recurrence-events (0/0) inv-nodes = 3-5 | deg-malig = 1 : no-recurrence-events (0.07/0) | deg-malig = 2 | | age = 10-19 : no-recurrence-events (0/0) | | age = 20-29 : no-recurrence-events (0/0) | | age = 30-39 : no-recurrence-events (0.52/0.11) | | age = 40-49 : recurrence-events (1.51/0.74) | | age = 50-59 : no-recurrence-events (0.79/0) | | age = 60-69 : recurrence-events (0.76/0.16) | | age = 70-79 : no-recurrence-events (0/0) | | age = 80-89 : no-recurrence-events (0/0) | | age = 90-99 : no-recurrence-events (0/0) | deg-malig = 3 : recurrence-events (1.34/0.17) inv-nodes = 6-8 : recurrence-events (0.65/0.28) inv-nodes = 9-11 : no-recurrence-events (1.26/0.56) inv-nodes = 12-14 : no-recurrence-events (0.15/0.04) inv-nodes = 15-17 : recurrence-events (0.81/0.33) inv-nodes = 18-20 : no-recurrence-events (0/0) inv-nodes = 21-23 : no-recurrence-events (0/0) inv-nodes = 24-26 : recurrence-events (0.12/0) inv-nodes = 27-29 : no-recurrence-events (0/0) inv-nodes = 30-32 : no-recurrence-events (0/0) inv-nodes = 33-35 : no-recurrence-events (0/0) inv-nodes = 36-39 : no-recurrence-events (0/0) Size of the tree : 141 RandomTree ========== age = 10-19 : no-recurrence-events (0/0) age = 20-29 : no-recurrence-events (0/0) age = 30-39 | breast-quad = left_up | | inv-nodes = 0-2 | | | tumor-size = 0-4 : no-recurrence-events (0/0) | | | tumor-size = 5-9 : no-recurrence-events (0/0) | | | tumor-size = 10-14 : no-recurrence-events (0/0) | | | tumor-size = 15-19 : no-recurrence-events (0/0) | | | tumor-size = 20-24 : recurrence-events (0.03/0) | | | tumor-size = 25-29 : no-recurrence-events (0/0) | | | tumor-size = 30-34 | | | | deg-malig = 1 : recurrence-events (0/0) | | | | deg-malig = 2 : recurrence-events (42.39/21.2) | | | | deg-malig = 3 : no-recurrence-events (0/0) | | | tumor-size = 35-39 : no-recurrence-events (0/0) | | | tumor-size = 40-44 : recurrence-events (0.01/0) | | | tumor-size = 45-49 : no-recurrence-events (0/0) | | | tumor-size = 50-54 : no-recurrence-events (0/0) | | | tumor-size = 55-59 : no-recurrence-events (0/0) | | inv-nodes = 3-5 : no-recurrence-events (0.03/0) | | inv-nodes = 6-8 : no-recurrence-events (0.12/0) | | inv-nodes = 9-11 : recurrence-events (0.04/0) | | inv-nodes = 12-14 : no-recurrence-events (0/0) | | inv-nodes = 15-17 : no-recurrence-events (0/0) | | inv-nodes = 18-20 : no-recurrence-events (0/0) | | inv-nodes = 21-23 : no-recurrence-events (0/0) | | inv-nodes = 24-26 : no-recurrence-events (0/0) | | inv-nodes = 27-29 : no-recurrence-events (0/0) | | inv-nodes = 30-32 : no-recurrence-events (0/0) | | inv-nodes = 33-35 : no-recurrence-events (0/0) | | inv-nodes = 36-39 : no-recurrence-events (0/0) | breast-quad = left_low : recurrence-events (0.72/0.2) | breast-quad = right_up : no-recurrence-events (0.08/0) | breast-quad = right_low : recurrence-events (0.04/0) | breast-quad = central | | tumor-size = 0-4 : recurrence-events (42.39/21.2) | | tumor-size = 5-9 : no-recurrence-events (0/0) | | tumor-size = 10-14 : no-recurrence-events (0/0) | | tumor-size = 15-19 : no-recurrence-events (0/0) | | tumor-size = 20-24 : no-recurrence-events (0.2/0) | | tumor-size = 25-29 : no-recurrence-events (0/0) | | tumor-size = 30-34 : no-recurrence-events (0/0) | | tumor-size = 35-39 : no-recurrence-events (0/0) | | tumor-size = 40-44 : no-recurrence-events (0/0) | | tumor-size = 45-49 : no-recurrence-events (0/0) | | tumor-size = 50-54 : no-recurrence-events (0/0) | | tumor-size = 55-59 : no-recurrence-events (0/0) age = 40-49 | irradiat = yes : no-recurrence-events (1.72/0.62) | irradiat = no | | deg-malig = 1 : recurrence-events (0.41/0.17) | | deg-malig = 2 | | | tumor-size = 0-4 : no-recurrence-events (0/0) | | | tumor-size = 5-9 : no-recurrence-events (0/0) | | | tumor-size = 10-14 : no-recurrence-events (0/0) | | | tumor-size = 15-19 : no-recurrence-events (0.15/0) | | | tumor-size = 20-24 | | | | inv-nodes = 0-2 | | | | | breast = left | | | | | | breast-quad = left_up : no-recurrence-events (0/0) | | | | | | breast-quad = left_low : recurrence-events (42.39/21.2) | | | | | | breast-quad = right_up : no-recurrence-events (0/0) | | | | | | breast-quad = right_low : no-recurrence-events (0/0) | | | | | | breast-quad = central : no-recurrence-events (0/0) | | | | | breast = right : recurrence-events (0.22/0) | | | | inv-nodes = 3-5 : no-recurrence-events (0.53/0) | | | | inv-nodes = 6-8 : no-recurrence-events (0/0) | | | | inv-nodes = 9-11 : no-recurrence-events (0/0) | | | | inv-nodes = 12-14 : no-recurrence-events (0/0) | | | | inv-nodes = 15-17 : no-recurrence-events (0/0) | | | | inv-nodes = 18-20 : no-recurrence-events (0/0) | | | | inv-nodes = 21-23 : no-recurrence-events (0/0) | | | | inv-nodes = 24-26 : no-recurrence-events (0/0) | | | | inv-nodes = 27-29 : no-recurrence-events (0/0) | | | | inv-nodes = 30-32 : no-recurrence-events (0/0) | | | | inv-nodes = 33-35 : no-recurrence-events (0/0) | | | | inv-nodes = 36-39 : no-recurrence-events (0/0) | | | tumor-size = 25-29 | | | | breast = left : no-recurrence-events (0.01/0) | | | | breast = right | | | | | breast-quad = left_up : no-recurrence-events (0/0) | | | | | breast-quad = left_low : recurrence-events (59.95/29.98) | | | | | breast-quad = right_up : no-recurrence-events (0/0) | | | | | breast-quad = right_low : no-recurrence-events (0/0) | | | | | breast-quad = central : no-recurrence-events (0/0) | | | tumor-size = 30-34 : recurrence-events (0.84/0.24) | | | tumor-size = 35-39 : no-recurrence-events (0/0) | | | tumor-size = 40-44 : no-recurrence-events (0/0) | | | tumor-size = 45-49 : no-recurrence-events (0/0) | | | tumor-size = 50-54 : no-recurrence-events (0/0) | | | tumor-size = 55-59 : no-recurrence-events (0/0) | | deg-malig = 3 | | | inv-nodes = 0-2 | | | | tumor-size = 0-4 : no-recurrence-events (0/0) | | | | tumor-size = 5-9 : no-recurrence-events (0/0) | | | | tumor-size = 10-14 : no-recurrence-events (0/0) | | | | tumor-size = 15-19 : recurrence-events (0/0) | | | | tumor-size = 20-24 : no-recurrence-events (0.18/0) | | | | tumor-size = 25-29 : recurrence-events (0.01/0) | | | | tumor-size = 30-34 | | | | | node-caps = yes : recurrence-events (0/0) | | | | | node-caps = no | | | | | | breast = left : no-recurrence-events (0/0) | | | | | | breast = right : recurrence-events (42.39/21.2) | | | | tumor-size = 35-39 : no-recurrence-events (0/0) | | | | tumor-size = 40-44 : no-recurrence-events (0/0) | | | | tumor-size = 45-49 : no-recurrence-events (0/0) | | | | tumor-size = 50-54 : no-recurrence-events (0/0) | | | | tumor-size = 55-59 : no-recurrence-events (0/0) | | | inv-nodes = 3-5 : recurrence-events (0.04/0) | | | inv-nodes = 6-8 : recurrence-events (0.02/0) | | | inv-nodes = 9-11 : recurrence-events (0.24/0) | | | inv-nodes = 12-14 : no-recurrence-events (0/0) | | | inv-nodes = 15-17 : recurrence-events (0.24/0) | | | inv-nodes = 18-20 : no-recurrence-events (0/0) | | | inv-nodes = 21-23 : no-recurrence-events (0/0) | | | inv-nodes = 24-26 : no-recurrence-events (0/0) | | | inv-nodes = 27-29 : no-recurrence-events (0/0) | | | inv-nodes = 30-32 : no-recurrence-events (0/0) | | | inv-nodes = 33-35 : no-recurrence-events (0/0) | | | inv-nodes = 36-39 : no-recurrence-events (0/0) age = 50-59 | tumor-size = 0-4 : no-recurrence-events (0/0) | tumor-size = 5-9 : no-recurrence-events (0/0) | tumor-size = 10-14 : no-recurrence-events (0/0) | tumor-size = 15-19 : recurrence-events (0.95/0.46) | tumor-size = 20-24 : recurrence-events (1.19/0.46) | tumor-size = 25-29 | | irradiat = yes : recurrence-events (0.26/0.02) | | irradiat = no | | | menopause = lt40 : no-recurrence-events (0/0) | | | menopause = ge40 : no-recurrence-events (0.24/0) | | | menopause = premeno | | | | breast-quad = left_up | | | | | deg-malig = 1 : recurrence-events (42.39/21.2) | | | | | deg-malig = 2 : no-recurrence-events (0/0) | | | | | deg-malig = 3 : no-recurrence-events (0/0) | | | | breast-quad = left_low : no-recurrence-events (0.02/0) | | | | breast-quad = right_up : recurrence-events (0.03/0) | | | | breast-quad = right_low : no-recurrence-events (0/0) | | | | breast-quad = central : no-recurrence-events (0/0) | tumor-size = 30-34 : no-recurrence-events (1.31/0.43) | tumor-size = 35-39 : no-recurrence-events (1.06/0.5) | tumor-size = 40-44 : recurrence-events (0.1/0.01) | tumor-size = 45-49 : no-recurrence-events (0/0) | tumor-size = 50-54 : recurrence-events (0.06/0.02) | tumor-size = 55-59 : no-recurrence-events (0/0) age = 60-69 | deg-malig = 1 : no-recurrence-events (0.88/0.44) | deg-malig = 2 : no-recurrence-events (1.29/0.56) | deg-malig = 3 : recurrence-events (0.64/0.24) age = 70-79 : recurrence-events (0.18/0) age = 80-89 : no-recurrence-events (0/0) age = 90-99 : no-recurrence-events (0/0) Size of the tree : 156 RandomTree ========== breast = left | inv-nodes = 0-2 | | tumor-size = 0-4 : no-recurrence-events (0/0) | | tumor-size = 5-9 : no-recurrence-events (0/0) | | tumor-size = 10-14 : no-recurrence-events (0.01/0) | | tumor-size = 15-19 : recurrence-events (0.82/0.33) | | tumor-size = 20-24 | | | deg-malig = 1 : recurrence-events (0.38/0.16) | | | deg-malig = 2 | | | | menopause = lt40 : no-recurrence-events (0/0) | | | | menopause = ge40 : recurrence-events (0.28/0.01) | | | | menopause = premeno | | | | | age = 10-19 : no-recurrence-events (0/0) | | | | | age = 20-29 : no-recurrence-events (0/0) | | | | | age = 30-39 : no-recurrence-events (0/0) | | | | | age = 40-49 | | | | | | breast-quad = left_up : no-recurrence-events (0/0) | | | | | | breast-quad = left_low : recurrence-events (42.84/21.42) | | | | | | breast-quad = right_up : no-recurrence-events (0/0) | | | | | | breast-quad = right_low : no-recurrence-events (0/0) | | | | | | breast-quad = central : no-recurrence-events (0/0) | | | | | age = 50-59 : no-recurrence-events (0/0) | | | | | age = 60-69 : no-recurrence-events (0/0) | | | | | age = 70-79 : no-recurrence-events (0/0) | | | | | age = 80-89 : no-recurrence-events (0/0) | | | | | age = 90-99 : no-recurrence-events (0/0) | | | deg-malig = 3 : no-recurrence-events (0.47/0) | | tumor-size = 25-29 : recurrence-events (0.08/0.03) | | tumor-size = 30-34 | | | deg-malig = 1 : recurrence-events (0.37/0.14) | | | deg-malig = 2 | | | | age = 10-19 : no-recurrence-events (0/0) | | | | age = 20-29 : no-recurrence-events (0/0) | | | | age = 30-39 : recurrence-events (42.84/21.42) | | | | age = 40-49 : no-recurrence-events (0.02/0) | | | | age = 50-59 : no-recurrence-events (0/0) | | | | age = 60-69 : no-recurrence-events (0.06/0) | | | | age = 70-79 : no-recurrence-events (0/0) | | | | age = 80-89 : no-recurrence-events (0/0) | | | | age = 90-99 : no-recurrence-events (0/0) | | | deg-malig = 3 : recurrence-events (0.64/0.18) | | tumor-size = 35-39 : no-recurrence-events (0.78/0.38) | | tumor-size = 40-44 : recurrence-events (0.31/0.15) | | tumor-size = 45-49 : no-recurrence-events (0.16/0) | | tumor-size = 50-54 : no-recurrence-events (0.01/0) | | tumor-size = 55-59 : no-recurrence-events (0/0) | inv-nodes = 3-5 : recurrence-events (0.71/0.11) | inv-nodes = 6-8 : recurrence-events (0.16/0.03) | inv-nodes = 9-11 : no-recurrence-events (0.32/0.12) | inv-nodes = 12-14 : recurrence-events (0.09/0) | inv-nodes = 15-17 : no-recurrence-events (0.23/0.01) | inv-nodes = 18-20 : no-recurrence-events (0/0) | inv-nodes = 21-23 : no-recurrence-events (0/0) | inv-nodes = 24-26 : recurrence-events (0.01/0) | inv-nodes = 27-29 : no-recurrence-events (0/0) | inv-nodes = 30-32 : no-recurrence-events (0/0) | inv-nodes = 33-35 : no-recurrence-events (0/0) | inv-nodes = 36-39 : no-recurrence-events (0/0) breast = right | inv-nodes = 0-2 | | irradiat = yes : recurrence-events (0.46/0.09) | | irradiat = no | | | tumor-size = 0-4 : no-recurrence-events (42.84/21.42) | | | tumor-size = 5-9 : no-recurrence-events (0/0) | | | tumor-size = 10-14 : no-recurrence-events (0/0) | | | tumor-size = 15-19 : no-recurrence-events (0.43/0.06) | | | tumor-size = 20-24 : recurrence-events (0.65/0.21) | | | tumor-size = 25-29 | | | | age = 10-19 : no-recurrence-events (0/0) | | | | age = 20-29 : no-recurrence-events (0/0) | | | | age = 30-39 : no-recurrence-events (0/0) | | | | age = 40-49 : no-recurrence-events (60.58/30.29) | | | | age = 50-59 : no-recurrence-events (42.84/21.42) | | | | age = 60-69 : no-recurrence-events (0.16/0) | | | | age = 70-79 : no-recurrence-events (0/0) | | | | age = 80-89 : no-recurrence-events (0/0) | | | | age = 90-99 : no-recurrence-events (0/0) | | | tumor-size = 30-34 | | | | menopause = lt40 : no-recurrence-events (0.15/0) | | | | menopause = ge40 : no-recurrence-events (0.48/0.06) | | | | menopause = premeno | | | | | deg-malig = 1 : no-recurrence-events (0.01/0) | | | | | deg-malig = 2 : no-recurrence-events (0/0) | | | | | deg-malig = 3 : recurrence-events (42.84/21.42) | | | tumor-size = 35-39 : recurrence-events (0.05/0) | | | tumor-size = 40-44 : recurrence-events (0.2/0.06) | | | tumor-size = 45-49 : no-recurrence-events (0/0) | | | tumor-size = 50-54 : recurrence-events (0.05/0) | | | tumor-size = 55-59 : no-recurrence-events (0/0) | inv-nodes = 3-5 : recurrence-events (1.84/0.87) | inv-nodes = 6-8 : no-recurrence-events (0.16/0) | inv-nodes = 9-11 : no-recurrence-events (0.32/0.04) | inv-nodes = 12-14 : no-recurrence-events (0.05/0) | inv-nodes = 15-17 : recurrence-events (0.31/0.13) | inv-nodes = 18-20 : no-recurrence-events (0/0) | inv-nodes = 21-23 : no-recurrence-events (0/0) | inv-nodes = 24-26 : no-recurrence-events (0/0) | inv-nodes = 27-29 : no-recurrence-events (0/0) | inv-nodes = 30-32 : no-recurrence-events (0/0) | inv-nodes = 33-35 : no-recurrence-events (0/0) | inv-nodes = 36-39 : no-recurrence-events (0/0) Size of the tree : 102 RandomTree ========== node-caps = yes | tumor-size = 0-4 : no-recurrence-events (0/0) | tumor-size = 5-9 : no-recurrence-events (0/0) | tumor-size = 10-14 : recurrence-events (0/0) | tumor-size = 15-19 : recurrence-events (0.01/0) | tumor-size = 20-24 : recurrence-events (0.36/0.08) | tumor-size = 25-29 : no-recurrence-events (0.21/0.05) | tumor-size = 30-34 : no-recurrence-events (0.64/0.19) | tumor-size = 35-39 : recurrence-events (0.41/0.13) | tumor-size = 40-44 : no-recurrence-events (0.43/0.08) | tumor-size = 45-49 : no-recurrence-events (0.02/0) | tumor-size = 50-54 : recurrence-events (0.12/0.05) | tumor-size = 55-59 : no-recurrence-events (0/0) node-caps = no | breast-quad = left_up | | irradiat = yes : no-recurrence-events (0.6/0.06) | | irradiat = no | | | inv-nodes = 0-2 | | | | tumor-size = 0-4 : no-recurrence-events (0/0) | | | | tumor-size = 5-9 : no-recurrence-events (0/0) | | | | tumor-size = 10-14 : no-recurrence-events (0/0) | | | | tumor-size = 15-19 : recurrence-events (0.02/0) | | | | tumor-size = 20-24 : no-recurrence-events (0.66/0.3) | | | | tumor-size = 25-29 | | | | | breast = left : recurrence-events (0.02/0) | | | | | breast = right | | | | | | deg-malig = 1 : recurrence-events (43.21/21.61) | | | | | | deg-malig = 2 : no-recurrence-events (0/0) | | | | | | deg-malig = 3 : no-recurrence-events (0/0) | | | | tumor-size = 30-34 | | | | | deg-malig = 1 : no-recurrence-events (0.2/0) | | | | | deg-malig = 2 | | | | | | menopause = lt40 : no-recurrence-events (0/0) | | | | | | menopause = ge40 : no-recurrence-events (0/0) | | | | | | menopause = premeno : recurrence-events (43.21/21.61) | | | | | deg-malig = 3 : recurrence-events (0.1/0.01) | | | | tumor-size = 35-39 : no-recurrence-events (0.09/0.01) | | | | tumor-size = 40-44 : no-recurrence-events (0.09/0) | | | | tumor-size = 45-49 : no-recurrence-events (0/0) | | | | tumor-size = 50-54 : recurrence-events (0.01/0) | | | | tumor-size = 55-59 : no-recurrence-events (0/0) | | | inv-nodes = 3-5 : recurrence-events (0.36/0.02) | | | inv-nodes = 6-8 : no-recurrence-events (0.01/0) | | | inv-nodes = 9-11 : no-recurrence-events (0/0) | | | inv-nodes = 12-14 : no-recurrence-events (0/0) | | | inv-nodes = 15-17 : no-recurrence-events (0/0) | | | inv-nodes = 18-20 : no-recurrence-events (0/0) | | | inv-nodes = 21-23 : no-recurrence-events (0/0) | | | inv-nodes = 24-26 : no-recurrence-events (0/0) | | | inv-nodes = 27-29 : no-recurrence-events (0/0) | | | inv-nodes = 30-32 : no-recurrence-events (0/0) | | | inv-nodes = 33-35 : no-recurrence-events (0/0) | | | inv-nodes = 36-39 : no-recurrence-events (0/0) | breast-quad = left_low | | irradiat = yes : recurrence-events (0.81/0.2) | | irradiat = no | | | deg-malig = 1 : no-recurrence-events (1.14/0.49) | | | deg-malig = 2 | | | | tumor-size = 0-4 : no-recurrence-events (0/0) | | | | tumor-size = 5-9 : no-recurrence-events (0/0) | | | | tumor-size = 10-14 : no-recurrence-events (0/0) | | | | tumor-size = 15-19 : recurrence-events (0.64/0.25) | | | | tumor-size = 20-24 | | | | | breast = left : recurrence-events (43.21/21.61) | | | | | breast = right : no-recurrence-events (0.01/0) | | | | tumor-size = 25-29 | | | | | menopause = lt40 : no-recurrence-events (0/0) | | | | | menopause = ge40 : no-recurrence-events (0.04/0) | | | | | menopause = premeno | | | | | | breast = left : no-recurrence-events (0/0) | | | | | | breast = right : recurrence-events (61.11/30.56) | | | | tumor-size = 30-34 : no-recurrence-events (0/0) | | | | tumor-size = 35-39 : recurrence-events (0.36/0) | | | | tumor-size = 40-44 : recurrence-events (0.1/0.01) | | | | tumor-size = 45-49 : no-recurrence-events (0/0) | | | | tumor-size = 50-54 : no-recurrence-events (0/0) | | | | tumor-size = 55-59 : no-recurrence-events (0/0) | | | deg-malig = 3 : no-recurrence-events (0.8/0.17) | breast-quad = right_up | | deg-malig = 1 : recurrence-events (0.08/0.03) | | deg-malig = 2 : recurrence-events (0.1/0) | | deg-malig = 3 | | | age = 10-19 : no-recurrence-events (0/0) | | | age = 20-29 : no-recurrence-events (0/0) | | | age = 30-39 : no-recurrence-events (0/0) | | | age = 40-49 | | | | breast = left : recurrence-events (0/0) | | | | breast = right : no-recurrence-events (43.21/21.61) | | | age = 50-59 : recurrence-events (0.05/0.01) | | | age = 60-69 : no-recurrence-events (0/0) | | | age = 70-79 : no-recurrence-events (0/0) | | | age = 80-89 : no-recurrence-events (0/0) | | | age = 90-99 : no-recurrence-events (0/0) | breast-quad = right_low : recurrence-events (0.03/0.01) | breast-quad = central | | age = 10-19 : no-recurrence-events (0/0) | | age = 20-29 : no-recurrence-events (0/0) | | age = 30-39 | | | tumor-size = 0-4 : recurrence-events (43.21/21.61) | | | tumor-size = 5-9 : no-recurrence-events (0/0) | | | tumor-size = 10-14 : no-recurrence-events (0/0) | | | tumor-size = 15-19 : no-recurrence-events (0/0) | | | tumor-size = 20-24 : no-recurrence-events (0.01/0) | | | tumor-size = 25-29 : no-recurrence-events (0/0) | | | tumor-size = 30-34 : no-recurrence-events (0/0) | | | tumor-size = 35-39 : no-recurrence-events (0/0) | | | tumor-size = 40-44 : no-recurrence-events (0/0) | | | tumor-size = 45-49 : no-recurrence-events (0/0) | | | tumor-size = 50-54 : no-recurrence-events (0/0) | | | tumor-size = 55-59 : no-recurrence-events (0/0) | | age = 40-49 : no-recurrence-events (0/0) | | age = 50-59 : recurrence-events (0.12/0.03) | | age = 60-69 : recurrence-events (0.16/0) | | age = 70-79 : no-recurrence-events (0/0) | | age = 80-89 : no-recurrence-events (0/0) | | age = 90-99 : no-recurrence-events (0/0) Size of the tree : 117 RandomTree ========== breast-quad = left_up | tumor-size = 0-4 : no-recurrence-events (0/0) | tumor-size = 5-9 : no-recurrence-events (0/0) | tumor-size = 10-14 : recurrence-events (0/0) | tumor-size = 15-19 : no-recurrence-events (0.02/0.01) | tumor-size = 20-24 : no-recurrence-events (0.85/0.39) | tumor-size = 25-29 | | inv-nodes = 0-2 | | | irradiat = yes : no-recurrence-events (0.03/0) | | | irradiat = no | | | | breast = left : recurrence-events (0/0) | | | | breast = right | | | | | deg-malig = 1 : recurrence-events (43.54/21.77) | | | | | deg-malig = 2 : no-recurrence-events (0/0) | | | | | deg-malig = 3 : no-recurrence-events (0/0) | | inv-nodes = 3-5 : no-recurrence-events (0.01/0) | | inv-nodes = 6-8 : no-recurrence-events (0/0) | | inv-nodes = 9-11 : recurrence-events (0.06/0) | | inv-nodes = 12-14 : no-recurrence-events (0/0) | | inv-nodes = 15-17 : no-recurrence-events (0/0) | | inv-nodes = 18-20 : no-recurrence-events (0/0) | | inv-nodes = 21-23 : no-recurrence-events (0/0) | | inv-nodes = 24-26 : no-recurrence-events (0/0) | | inv-nodes = 27-29 : no-recurrence-events (0/0) | | inv-nodes = 30-32 : no-recurrence-events (0/0) | | inv-nodes = 33-35 : no-recurrence-events (0/0) | | inv-nodes = 36-39 : no-recurrence-events (0/0) | tumor-size = 30-34 | | age = 10-19 : no-recurrence-events (0/0) | | age = 20-29 : no-recurrence-events (0/0) | | age = 30-39 | | | deg-malig = 1 : recurrence-events (0/0) | | | deg-malig = 2 | | | | inv-nodes = 0-2 : recurrence-events (43.54/21.77) | | | | inv-nodes = 3-5 : no-recurrence-events (0/0) | | | | inv-nodes = 6-8 : no-recurrence-events (0/0) | | | | inv-nodes = 9-11 : recurrence-events (0.02/0) | | | | inv-nodes = 12-14 : no-recurrence-events (0/0) | | | | inv-nodes = 15-17 : no-recurrence-events (0/0) | | | | inv-nodes = 18-20 : no-recurrence-events (0/0) | | | | inv-nodes = 21-23 : no-recurrence-events (0/0) | | | | inv-nodes = 24-26 : no-recurrence-events (0/0) | | | | inv-nodes = 27-29 : no-recurrence-events (0/0) | | | | inv-nodes = 30-32 : no-recurrence-events (0/0) | | | | inv-nodes = 33-35 : no-recurrence-events (0/0) | | | | inv-nodes = 36-39 : no-recurrence-events (0/0) | | | deg-malig = 3 : recurrence-events (0.02/0) | | age = 40-49 : recurrence-events (0.1/0) | | age = 50-59 : recurrence-events (0.23/0.08) | | age = 60-69 : recurrence-events (0.02/0.01) | | age = 70-79 : no-recurrence-events (0/0) | | age = 80-89 : no-recurrence-events (0/0) | | age = 90-99 : no-recurrence-events (0/0) | tumor-size = 35-39 : no-recurrence-events (0.15/0.03) | tumor-size = 40-44 : no-recurrence-events (0.26/0.01) | tumor-size = 45-49 : no-recurrence-events (0/0) | tumor-size = 50-54 : no-recurrence-events (0.12/0.06) | tumor-size = 55-59 : no-recurrence-events (0/0) breast-quad = left_low | tumor-size = 0-4 : no-recurrence-events (0/0) | tumor-size = 5-9 : no-recurrence-events (0/0) | tumor-size = 10-14 : no-recurrence-events (0/0) | tumor-size = 15-19 : no-recurrence-events (1.09/0.52) | tumor-size = 20-24 | | age = 10-19 : no-recurrence-events (0/0) | | age = 20-29 : no-recurrence-events (0/0) | | age = 30-39 : recurrence-events (0.03/0) | | age = 40-49 | | | inv-nodes = 0-2 | | | | deg-malig = 1 : no-recurrence-events (0/0) | | | | deg-malig = 2 : recurrence-events (43.54/21.77) | | | | deg-malig = 3 : no-recurrence-events (0.01/0) | | | inv-nodes = 3-5 : recurrence-events (0.15/0) | | | inv-nodes = 6-8 : no-recurrence-events (0/0) | | | inv-nodes = 9-11 : no-recurrence-events (0/0) | | | inv-nodes = 12-14 : no-recurrence-events (0/0) | | | inv-nodes = 15-17 : no-recurrence-events (0/0) | | | inv-nodes = 18-20 : no-recurrence-events (0/0) | | | inv-nodes = 21-23 : no-recurrence-events (0/0) | | | inv-nodes = 24-26 : no-recurrence-events (0/0) | | | inv-nodes = 27-29 : no-recurrence-events (0/0) | | | inv-nodes = 30-32 : no-recurrence-events (0/0) | | | inv-nodes = 33-35 : no-recurrence-events (0/0) | | | inv-nodes = 36-39 : no-recurrence-events (0/0) | | age = 50-59 : recurrence-events (0.33/0.11) | | age = 60-69 : no-recurrence-events (0.25/0.08) | | age = 70-79 : no-recurrence-events (0/0) | | age = 80-89 : no-recurrence-events (0/0) | | age = 90-99 : no-recurrence-events (0/0) | tumor-size = 25-29 | | age = 10-19 : no-recurrence-events (0/0) | | age = 20-29 : no-recurrence-events (0/0) | | age = 30-39 : recurrence-events (0.01/0) | | age = 40-49 | | | deg-malig = 1 : no-recurrence-events (0/0) | | | deg-malig = 2 | | | | irradiat = yes : recurrence-events (0/0) | | | | irradiat = no : no-recurrence-events (61.58/30.79) | | | deg-malig = 3 : no-recurrence-events (0/0) | | age = 50-59 : no-recurrence-events (0.11/0.02) | | age = 60-69 : no-recurrence-events (0.01/0) | | age = 70-79 : no-recurrence-events (0/0) | | age = 80-89 : no-recurrence-events (0/0) | | age = 90-99 : no-recurrence-events (0/0) | tumor-size = 30-34 : no-recurrence-events (0.89/0.31) | tumor-size = 35-39 : no-recurrence-events (0.42/0.17) | tumor-size = 40-44 : recurrence-events (0.68/0.3) | tumor-size = 45-49 : no-recurrence-events (0.02/0) | tumor-size = 50-54 : recurrence-events (0.01/0) | tumor-size = 55-59 : no-recurrence-events (0/0) breast-quad = right_up | age = 10-19 : no-recurrence-events (0/0) | age = 20-29 : no-recurrence-events (0/0) | age = 30-39 : no-recurrence-events (0/0) | age = 40-49 | | inv-nodes = 0-2 | | | deg-malig = 1 : no-recurrence-events (0.02/0) | | | deg-malig = 2 : no-recurrence-events (0.01/0) | | | deg-malig = 3 | | | | node-caps = yes : recurrence-events (0/0) | | | | node-caps = no : recurrence-events (43.54/21.77) | | inv-nodes = 3-5 : recurrence-events (0.14/0) | | inv-nodes = 6-8 : no-recurrence-events (0/0) | | inv-nodes = 9-11 : no-recurrence-events (0.09/0) | | inv-nodes = 12-14 : no-recurrence-events (0/0) | | inv-nodes = 15-17 : no-recurrence-events (0/0) | | inv-nodes = 18-20 : no-recurrence-events (0/0) | | inv-nodes = 21-23 : no-recurrence-events (0/0) | | inv-nodes = 24-26 : no-recurrence-events (0/0) | | inv-nodes = 27-29 : no-recurrence-events (0/0) | | inv-nodes = 30-32 : no-recurrence-events (0/0) | | inv-nodes = 33-35 : no-recurrence-events (0/0) | | inv-nodes = 36-39 : no-recurrence-events (0/0) | age = 50-59 : recurrence-events (0.19/0.04) | age = 60-69 : recurrence-events (0.18/0.01) | age = 70-79 : no-recurrence-events (0.01/0) | age = 80-89 : no-recurrence-events (0/0) | age = 90-99 : no-recurrence-events (0/0) breast-quad = right_low : recurrence-events (0.06/0.01) breast-quad = central | age = 10-19 : no-recurrence-events (0/0) | age = 20-29 : no-recurrence-events (0/0) | age = 30-39 | | inv-nodes = 0-2 : no-recurrence-events (43.54/21.77) | | inv-nodes = 3-5 : no-recurrence-events (0/0) | | inv-nodes = 6-8 : no-recurrence-events (0/0) | | inv-nodes = 9-11 : no-recurrence-events (0/0) | | inv-nodes = 12-14 : no-recurrence-events (0/0) | | inv-nodes = 15-17 : no-recurrence-events (0/0) | | inv-nodes = 18-20 : no-recurrence-events (0/0) | | inv-nodes = 21-23 : no-recurrence-events (0/0) | | inv-nodes = 24-26 : no-recurrence-events (0/0) | | inv-nodes = 27-29 : no-recurrence-events (0/0) | | inv-nodes = 30-32 : no-recurrence-events (0/0) | | inv-nodes = 33-35 : no-recurrence-events (0/0) | | inv-nodes = 36-39 : no-recurrence-events (0/0) | age = 40-49 : no-recurrence-events (0/0) | age = 50-59 : recurrence-events (0.11/0.05) | age = 60-69 : recurrence-events (0.02/0) | age = 70-79 : no-recurrence-events (0/0) | age = 80-89 : no-recurrence-events (0/0) | age = 90-99 : no-recurrence-events (0/0) Size of the tree : 163 RandomTree ========== deg-malig = 1 | irradiat = yes : recurrence-events (0.18/0) | irradiat = no | | tumor-size = 0-4 : no-recurrence-events (0/0) | | tumor-size = 5-9 : no-recurrence-events (0/0) | | tumor-size = 10-14 : no-recurrence-events (0/0) | | tumor-size = 15-19 : no-recurrence-events (0.44/0.18) | | tumor-size = 20-24 : recurrence-events (0.57/0.13) | | tumor-size = 25-29 | | | breast = left : no-recurrence-events (0/0) | | | breast = right : no-recurrence-events (43.72/21.86) | | tumor-size = 30-34 : no-recurrence-events (0.12/0) | | tumor-size = 35-39 : recurrence-events (0.12/0.06) | | tumor-size = 40-44 : recurrence-events (0.2/0) | | tumor-size = 45-49 : no-recurrence-events (0/0) | | tumor-size = 50-54 : no-recurrence-events (0.03/0) | | tumor-size = 55-59 : no-recurrence-events (0/0) deg-malig = 2 | tumor-size = 0-4 : no-recurrence-events (43.72/21.86) | tumor-size = 5-9 : no-recurrence-events (0/0) | tumor-size = 10-14 : no-recurrence-events (0/0) | tumor-size = 15-19 : recurrence-events (0.66/0.32) | tumor-size = 20-24 | | breast-quad = left_up : no-recurrence-events (0.45/0.07) | | breast-quad = left_low | | | node-caps = yes : no-recurrence-events (0.15/0) | | | node-caps = no | | | | age = 10-19 : no-recurrence-events (0/0) | | | | age = 20-29 : no-recurrence-events (0/0) | | | | age = 30-39 : no-recurrence-events (0/0) | | | | age = 40-49 | | | | | breast = left : no-recurrence-events (43.72/21.86) | | | | | breast = right : no-recurrence-events (0.01/0) | | | | age = 50-59 : no-recurrence-events (0/0) | | | | age = 60-69 : recurrence-events (0.09/0) | | | | age = 70-79 : no-recurrence-events (0/0) | | | | age = 80-89 : no-recurrence-events (0/0) | | | | age = 90-99 : no-recurrence-events (0/0) | | breast-quad = right_up : recurrence-events (0.01/0) | | breast-quad = right_low : no-recurrence-events (0/0) | | breast-quad = central : recurrence-events (0.02/0) | tumor-size = 25-29 | | age = 10-19 : no-recurrence-events (0/0) | | age = 20-29 : no-recurrence-events (0/0) | | age = 30-39 : no-recurrence-events (0/0) | | age = 40-49 | | | breast-quad = left_up : no-recurrence-events (0/0) | | | breast-quad = left_low : recurrence-events (61.83/30.91) | | | breast-quad = right_up : no-recurrence-events (0/0) | | | breast-quad = right_low : no-recurrence-events (0/0) | | | breast-quad = central : no-recurrence-events (0/0) | | age = 50-59 : no-recurrence-events (0.04/0) | | age = 60-69 : recurrence-events (0/0) | | age = 70-79 : no-recurrence-events (0/0) | | age = 80-89 : no-recurrence-events (0/0) | | age = 90-99 : no-recurrence-events (0/0) | tumor-size = 30-34 | | node-caps = yes : no-recurrence-events (0.29/0.04) | | node-caps = no | | | menopause = lt40 : no-recurrence-events (0/0) | | | menopause = ge40 : no-recurrence-events (0/0) | | | menopause = premeno | | | | age = 10-19 : no-recurrence-events (0/0) | | | | age = 20-29 : no-recurrence-events (0/0) | | | | age = 30-39 | | | | | breast = left : no-recurrence-events (43.72/21.86) | | | | | breast = right : recurrence-events (0/0) | | | | age = 40-49 : recurrence-events (0.02/0.01) | | | | age = 50-59 : no-recurrence-events (0/0) | | | | age = 60-69 : no-recurrence-events (0/0) | | | | age = 70-79 : no-recurrence-events (0/0) | | | | age = 80-89 : no-recurrence-events (0/0) | | | | age = 90-99 : no-recurrence-events (0/0) | tumor-size = 35-39 : no-recurrence-events (0.09/0.03) | tumor-size = 40-44 : no-recurrence-events (0.39/0.03) | tumor-size = 45-49 : no-recurrence-events (0/0) | tumor-size = 50-54 : no-recurrence-events (0.13/0.06) | tumor-size = 55-59 : no-recurrence-events (0/0) deg-malig = 3 | age = 10-19 : no-recurrence-events (0/0) | age = 20-29 : no-recurrence-events (0/0) | age = 30-39 : recurrence-events (0.23/0) | age = 40-49 | | inv-nodes = 0-2 | | | tumor-size = 0-4 : no-recurrence-events (0/0) | | | tumor-size = 5-9 : no-recurrence-events (0/0) | | | tumor-size = 10-14 : no-recurrence-events (0/0) | | | tumor-size = 15-19 : recurrence-events (0/0) | | | tumor-size = 20-24 : no-recurrence-events (0/0) | | | tumor-size = 25-29 : no-recurrence-events (0/0) | | | tumor-size = 30-34 | | | | breast = left : no-recurrence-events (0/0) | | | | breast = right : no-recurrence-events (43.72/21.86) | | | tumor-size = 35-39 : no-recurrence-events (0.02/0) | | | tumor-size = 40-44 : no-recurrence-events (0/0) | | | tumor-size = 45-49 : no-recurrence-events (0/0) | | | tumor-size = 50-54 : no-recurrence-events (0/0) | | | tumor-size = 55-59 : no-recurrence-events (0/0) | | inv-nodes = 3-5 : recurrence-events (0.03/0.01) | | inv-nodes = 6-8 : recurrence-events (0/0) | | inv-nodes = 9-11 : recurrence-events (0/0) | | inv-nodes = 12-14 : no-recurrence-events (0.01/0) | | inv-nodes = 15-17 : recurrence-events (0.11/0) | | inv-nodes = 18-20 : no-recurrence-events (0/0) | | inv-nodes = 21-23 : no-recurrence-events (0/0) | | inv-nodes = 24-26 : no-recurrence-events (0/0) | | inv-nodes = 27-29 : no-recurrence-events (0/0) | | inv-nodes = 30-32 : no-recurrence-events (0/0) | | inv-nodes = 33-35 : no-recurrence-events (0/0) | | inv-nodes = 36-39 : no-recurrence-events (0/0) | age = 50-59 : recurrence-events (0.84/0.38) | age = 60-69 : recurrence-events (0.29/0.1) | age = 70-79 : no-recurrence-events (0/0) | age = 80-89 : no-recurrence-events (0/0) | age = 90-99 : no-recurrence-events (0/0) Size of the tree : 116 Number of performed Iterations: 10