RealAdaBoost: Base classifiers: ZeroR predicts class value: P RandomTree ========== THORAX < 79.5 | THORAX < 76.5 | | THORAX < 17.5 : N (1.27/0) | | THORAX >= 17.5 | | | THORAX < 28 : P (3.3/0) | | | THORAX >= 28 | | | | THORAX < 33.5 | | | | | THORAX < 32.5 | | | | | | SLEEP < 0.78 : P (1.65/0) | | | | | | SLEEP >= 0.78 : N (1.27/0) | | | | | THORAX >= 32.5 : N (3.81/0) | | | | THORAX >= 33.5 | | | | | THORAX < 38 | | | | | | THORAX < 34.5 : N (2.1/0.83) | | | | | | THORAX >= 34.5 : P (3.3/0) | | | | | THORAX >= 38 | | | | | | THORAX < 43 | | | | | | | SLEEP < 0.66 : P (0.83/0) | | | | | | | SLEEP >= 0.66 | | | | | | | | THORAX < 39.5 : N (1.27/0) | | | | | | | | THORAX >= 39.5 | | | | | | | | | PARTNERS = 8 | | | | | | | | | | THORAX < 41 : P (0.83/0) | | | | | | | | | | THORAX >= 41 | | | | | | | | | | | SLEEP < 0.82 : N (2.1/0.83) | | | | | | | | | | | SLEEP >= 0.82 : N (1.27/0) | | | | | | | | | PARTNERS = 0 : P (0/0) | | | | | | | | | PARTNERS = 1 | | | | | | | | | | THORAX < 41 : N (2.54/0) | | | | | | | | | | THORAX >= 41 | | | | | | | | | | | SLEEP < 0.74 : P (0.83/0) | | | | | | | | | | | SLEEP >= 0.74 : N (1.27/0) | | | | | | THORAX >= 43 | | | | | | | SLEEP < 0.77 | | | | | | | | TYPE = 0 | | | | | | | | | THORAX < 52.5 | | | | | | | | | | THORAX < 47.5 | | | | | | | | | | | SLEEP < 0.74 : P (1.65/0) | | | | | | | | | | | SLEEP >= 0.74 | | | | | | | | | | | | PARTNERS = 8 : P (0.83/0) | | | | | | | | | | | | PARTNERS = 0 : P (0/0) | | | | | | | | | | | | PARTNERS = 1 : N (1.27/0) | | | | | | | | | | THORAX >= 47.5 : N (1.27/0) | | | | | | | | | THORAX >= 52.5 | | | | | | | | | | THORAX < 64 : P (3.3/0) | | | | | | | | | | THORAX >= 64 | | | | | | | | | | | PARTNERS = 8 : N (1.27/0) | | | | | | | | | | | PARTNERS = 0 : P (0/0) | | | | | | | | | | | PARTNERS = 1 : P (0.83/0) | | | | | | | | TYPE = 9 : P (3.3/0) | | | | | | | | TYPE = 1 | | | | | | | | | THORAX < 49 : N (1.27/0) | | | | | | | | | THORAX >= 49 : P (0.83/0) | | | | | | | SLEEP >= 0.77 | | | | | | | | THORAX < 46.5 : P (1.65/0) | | | | | | | | THORAX >= 46.5 | | | | | | | | | THORAX < 59.5 | | | | | | | | | | THORAX < 57 | | | | | | | | | | | SLEEP < 0.83 | | | | | | | | | | | | THORAX < 49 | | | | | | | | | | | | | PARTNERS = 8 : P (0/0) | | | | | | | | | | | | | PARTNERS = 0 : P (0.83/0) | | | | | | | | | | | | | PARTNERS = 1 : N (1.27/0) | | | | | | | | | | | | THORAX >= 49 : P (3.3/0) | | | | | | | | | | | SLEEP >= 0.83 | | | | | | | | | | | | TYPE = 0 : N (1.27/0) | | | | | | | | | | | | TYPE = 9 : N (1.27/0) | | | | | | | | | | | | TYPE = 1 | | | | | | | | | | | | | THORAX < 55 | | | | | | | | | | | | | | SLEEP < 0.91 | | | | | | | | | | | | | | | THORAX < 47.5 | | | | | | | | | | | | | | | | SLEEP < 0.86 : N (2.1/0.83) | | | | | | | | | | | | | | | | SLEEP >= 0.86 : N (1.27/0) | | | | | | | | | | | | | | | THORAX >= 47.5 | | | | | | | | | | | | | | | | THORAX < 50.5 | | | | | | | | | | | | | | | | | SLEEP < 0.87 : P (0.83/0) | | | | | | | | | | | | | | | | | SLEEP >= 0.87 : N (2.1/0.83) | | | | | | | | | | | | | | | | THORAX >= 50.5 | | | | | | | | | | | | | | | | | THORAX < 53.5 : N (1.27/0) | | | | | | | | | | | | | | | | | THORAX >= 53.5 : N (2.1/0.83) | | | | | | | | | | | | | | SLEEP >= 0.91 : N (1.27/0) | | | | | | | | | | | | | THORAX >= 55 : P (1.65/0) | | | | | | | | | | THORAX >= 57 : N (5.08/0) | | | | | | | | | THORAX >= 59.5 | | | | | | | | | | SLEEP < 0.82 | | | | | | | | | | | PARTNERS = 8 | | | | | | | | | | | | THORAX < 67.5 : P (0.83/0) | | | | | | | | | | | | THORAX >= 67.5 : N (1.27/0) | | | | | | | | | | | PARTNERS = 0 : N (1.27/0) | | | | | | | | | | | PARTNERS = 1 : N (1.27/0) | | | | | | | | | | SLEEP >= 0.82 | | | | | | | | | | | THORAX < 62.5 : P (5.78/0) | | | | | | | | | | | THORAX >= 62.5 | | | | | | | | | | | | SLEEP < 0.93 | | | | | | | | | | | | | PARTNERS = 8 | | | | | | | | | | | | | | THORAX < 67.5 : N (2.54/0) | | | | | | | | | | | | | | THORAX >= 67.5 | | | | | | | | | | | | | | | SLEEP < 0.86 : P (0.83/0) | | | | | | | | | | | | | | | SLEEP >= 0.86 : N (2.1/0.83) | | | | | | | | | | | | | PARTNERS = 0 | | | | | | | | | | | | | | THORAX < 70.5 : N (1.27/0) | | | | | | | | | | | | | | THORAX >= 70.5 : P (3.3/0) | | | | | | | | | | | | | PARTNERS = 1 | | | | | | | | | | | | | | THORAX < 66.5 : P (2.48/0) | | | | | | | | | | | | | | THORAX >= 66.5 | | | | | | | | | | | | | | | TYPE = 0 | | | | | | | | | | | | | | | | THORAX < 71 : P (3.3/0) | | | | | | | | | | | | | | | | THORAX >= 71 | | | | | | | | | | | | | | | | | SLEEP < 0.86 : N (1.27/0) | | | | | | | | | | | | | | | | | SLEEP >= 0.86 | | | | | | | | | | | | | | | | | | THORAX < 74 : N (1.27/0) | | | | | | | | | | | | | | | | | | THORAX >= 74 | | | | | | | | | | | | | | | | | | | SLEEP < 0.9 : P (0.83/0) | | | | | | | | | | | | | | | | | | | SLEEP >= 0.9 : N (1.27/0) | | | | | | | | | | | | | | | TYPE = 9 : P (0/0) | | | | | | | | | | | | | | | TYPE = 1 | | | | | | | | | | | | | | | | THORAX < 71.5 | | | | | | | | | | | | | | | | | SLEEP < 0.91 : N (2.54/0) | | | | | | | | | | | | | | | | | SLEEP >= 0.91 : P (0.83/0) | | | | | | | | | | | | | | | | THORAX >= 71.5 : P (0.83/0) | | | | | | | | | | | | SLEEP >= 0.93 : N (1.27/0) | THORAX >= 76.5 | | SLEEP < 0.86 : P (0.83/0) | | SLEEP >= 0.86 : N (5.08/0) THORAX >= 79.5 | SLEEP < 0.91 | | THORAX < 93 : P (6.6/0) | | THORAX >= 93 | | | PARTNERS = 8 : P (0/0) | | | PARTNERS = 0 : N (1.27/0) | | | PARTNERS = 1 : P (0.83/0) | SLEEP >= 0.91 | | PARTNERS = 8 : N (1.27/0) | | PARTNERS = 0 : P (0.83/0) | | PARTNERS = 1 : N (1.27/0) Size of the tree : 136 RandomTree ========== SLEEP < 0.91 | THORAX < 73.5 | | THORAX < 71.5 | | | THORAX < 17.5 : N (0.63/0) | | | THORAX >= 17.5 | | | | THORAX < 28 : P (1.65/0) | | | | THORAX >= 28 | | | | | SLEEP < 0.66 : P (1.24/0) | | | | | SLEEP >= 0.66 | | | | | | THORAX < 33.5 | | | | | | | THORAX < 32.5 : P (1.46/0.63) | | | | | | | THORAX >= 32.5 : N (1.9/0) | | | | | | THORAX >= 33.5 | | | | | | | SLEEP < 0.74 | | | | | | | | TYPE = 0 | | | | | | | | | SLEEP < 0.7 : P (1.46/0.63) | | | | | | | | | SLEEP >= 0.7 : P (1.24/0) | | | | | | | | TYPE = 9 : P (1.65/0) | | | | | | | | TYPE = 1 : N (1.27/0) | | | | | | | SLEEP >= 0.74 | | | | | | | | THORAX < 70.5 | | | | | | | | | PARTNERS = 8 | | | | | | | | | | THORAX < 61.5 | | | | | | | | | | | THORAX < 55 | | | | | | | | | | | | SLEEP < 0.86 | | | | | | | | | | | | | THORAX < 50.5 | | | | | | | | | | | | | | THORAX < 39.5 | | | | | | | | | | | | | | | TYPE = 0 : N (0.63/0) | | | | | | | | | | | | | | | TYPE = 9 : P (0/0) | | | | | | | | | | | | | | | TYPE = 1 : N (11.48/5.72) | | | | | | | | | | | | | | THORAX >= 39.5 | | | | | | | | | | | | | | | TYPE = 0 : P (0.41/0) | | | | | | | | | | | | | | | TYPE = 9 : P (0/0) | | | | | | | | | | | | | | | TYPE = 1 | | | | | | | | | | | | | | | | THORAX < 41 : P (0.41/0) | | | | | | | | | | | | | | | | THORAX >= 41 : N (22.96/11.44) | | | | | | | | | | | | | THORAX >= 50.5 : P (0.41/0) | | | | | | | | | | | | SLEEP >= 0.86 | | | | | | | | | | | | | THORAX < 50.5 : N (1.27/0) | | | | | | | | | | | | | THORAX >= 50.5 : N (11.48/5.72) | | | | | | | | | | | THORAX >= 55 : P (1.65/0) | | | | | | | | | | THORAX >= 61.5 | | | | | | | | | | | SLEEP < 0.86 | | | | | | | | | | | | SLEEP < 0.82 | | | | | | | | | | | | | THORAX < 64 : P (0.41/0) | | | | | | | | | | | | | THORAX >= 64 : N (1.68/0.41) | | | | | | | | | | | | SLEEP >= 0.82 : N (1.68/0.41) | | | | | | | | | | | SLEEP >= 0.86 : N (11.48/5.72) | | | | | | | | | PARTNERS = 0 | | | | | | | | | | THORAX < 50.5 : P (0.82/0) | | | | | | | | | | THORAX >= 50.5 | | | | | | | | | | | SLEEP < 0.81 : N (0.63/0) | | | | | | | | | | | SLEEP >= 0.81 | | | | | | | | | | | | SLEEP < 0.86 : N (1.05/0.41) | | | | | | | | | | | | SLEEP >= 0.86 : N (1.68/0.41) | | | | | | | | | PARTNERS = 1 | | | | | | | | | | SLEEP < 0.81 | | | | | | | | | | | SLEEP < 0.79 : P (1.87/0.63) | | | | | | | | | | | SLEEP >= 0.79 | | | | | | | | | | | | TYPE = 0 : N (1.9/0) | | | | | | | | | | | | TYPE = 9 : P (0/0) | | | | | | | | | | | | TYPE = 1 : N (1.68/0.41) | | | | | | | | | | SLEEP >= 0.81 | | | | | | | | | | | TYPE = 0 | | | | | | | | | | | | THORAX < 59.5 : P (1.46/0.63) | | | | | | | | | | | | THORAX >= 59.5 : P (2.47/0) | | | | | | | | | | | TYPE = 9 : P (0/0) | | | | | | | | | | | TYPE = 1 | | | | | | | | | | | | THORAX < 66.5 | | | | | | | | | | | | | SLEEP < 0.89 | | | | | | | | | | | | | | SLEEP < 0.86 | | | | | | | | | | | | | | | THORAX < 56.5 : N (1.05/0.41) | | | | | | | | | | | | | | | THORAX >= 56.5 : P (1.24/0) | | | | | | | | | | | | | | SLEEP >= 0.86 : P (0.41/0) | | | | | | | | | | | | | SLEEP >= 0.89 | | | | | | | | | | | | | | THORAX < 52 : N (11.48/5.72) | | | | | | | | | | | | | | THORAX >= 52 : P (0.41/0) | | | | | | | | | | | | THORAX >= 66.5 : N (1.27/0) | | | | | | | | THORAX >= 70.5 : P (0.41/0) | | THORAX >= 71.5 : N (1.27/0) | THORAX >= 73.5 | | PARTNERS = 8 : P (1.24/0) | | PARTNERS = 0 | | | SLEEP < 0.86 : P (0.82/0) | | | SLEEP >= 0.86 : N (1.27/0) | | PARTNERS = 1 : P (3.3/0) SLEEP >= 0.91 | TYPE = 0 : N (3.81/0) | TYPE = 9 | | THORAX < 60 : N (0.63/0) | | THORAX >= 60 | | | SLEEP < 0.93 | | | | THORAX < 71 : N (1.05/0.41) | | | | THORAX >= 71 : P (1.24/0) | | | SLEEP >= 0.93 : N (0.63/0) | TYPE = 1 : P (1.46/0.63) Size of the tree : 97 RandomTree ========== THORAX < 60.5 | TYPE = 0 | | THORAX < 44 : P (1.23/0.16) | | THORAX >= 44 | | | THORAX < 57 | | | | SLEEP < 0.78 | | | | | SLEEP < 0.66 : P (0.05/0) | | | | | SLEEP >= 0.66 | | | | | | THORAX < 52.5 | | | | | | | PARTNERS = 8 : N (1.12/0.1) | | | | | | | PARTNERS = 0 : P (0/0) | | | | | | | PARTNERS = 1 : N (1.24/0) | | | | | | THORAX >= 52.5 : P (0.05/0) | | | | SLEEP >= 0.78 | | | | | THORAX < 53 : P (1.1/0.08) | | | | | THORAX >= 53 : N (1.07/0.05) | | | THORAX >= 57 : P (0.5/0.08) | TYPE = 9 | | SLEEP < 0.82 : P (0.36/0) | | SLEEP >= 0.82 : N (1.83/0) | TYPE = 1 | | THORAX < 55 | | | SLEEP < 0.79 | | | | PARTNERS = 8 | | | | | THORAX < 32.5 : P (1.2/0.08) | | | | | THORAX >= 32.5 | | | | | | SLEEP < 0.75 : N (0.16/0) | | | | | | SLEEP >= 0.75 | | | | | | | THORAX < 37.5 : N (0.08/0) | | | | | | | THORAX >= 37.5 : N (16.17/8.09) | | | | PARTNERS = 0 : P (0/0) | | | | PARTNERS = 1 : P (1.05/0.16) | | | SLEEP >= 0.79 | | | | SLEEP < 0.81 : N (1.58/0.05) | | | | SLEEP >= 0.81 | | | | | SLEEP < 0.91 | | | | | | SLEEP < 0.83 : P (0.1/0) | | | | | | SLEEP >= 0.83 | | | | | | | THORAX < 50.5 | | | | | | | | PARTNERS = 8 | | | | | | | | | SLEEP < 0.86 : N (32.35/16.17) | | | | | | | | | SLEEP >= 0.86 : N (0.16/0) | | | | | | | | PARTNERS = 0 : P (0/0) | | | | | | | | PARTNERS = 1 | | | | | | | | | SLEEP < 0.87 : P (0.72/0) | | | | | | | | | SLEEP >= 0.87 : N (16.17/8.09) | | | | | | | THORAX >= 50.5 | | | | | | | | PARTNERS = 8 : N (16.17/8.09) | | | | | | | | PARTNERS = 0 : P (0/0) | | | | | | | | PARTNERS = 1 : N (0.72/0) | | | | | SLEEP >= 0.91 : N (1.53/0.51) | | THORAX >= 55 : P (1.83/0.51) THORAX >= 60.5 | THORAX < 62.5 : P (2.44/0) | THORAX >= 62.5 | | TYPE = 0 | | | SLEEP < 0.9 | | | | THORAX < 74 | | | | | SLEEP < 0.78 : N (0.67/0.16) | | | | | SLEEP >= 0.78 | | | | | | THORAX < 64 : N (0.57/0.05) | | | | | | THORAX >= 64 | | | | | | | THORAX < 71 | | | | | | | | PARTNERS = 8 | | | | | | | | | THORAX < 67.5 : P (1.52/0.51) | | | | | | | | | THORAX >= 67.5 | | | | | | | | | | SLEEP < 0.82 : N (0.51/0) | | | | | | | | | | SLEEP >= 0.82 | | | | | | | | | | | SLEEP < 0.86 : P (1.01/0) | | | | | | | | | | | SLEEP >= 0.86 : N (16.17/8.09) | | | | | | | | PARTNERS = 0 : P (0/0) | | | | | | | | PARTNERS = 1 : P (0.26/0) | | | | | | | THORAX >= 71 : N (0.16/0) | | | | THORAX >= 74 : P (0.36/0) | | | SLEEP >= 0.9 : N (0.48/0) | | TYPE = 9 : N (1.35/0.31) | | TYPE = 1 : P (0.93/0.16) Size of the tree : 78 RandomTree ========== THORAX < 17.5 : N (0.32/0) THORAX >= 17.5 | THORAX < 28 : P (0.35/0) | THORAX >= 28 | | THORAX < 70.5 | | | TYPE = 0 | | | | THORAX < 38 : P (0.25/0) | | | | THORAX >= 38 | | | | | THORAX < 40.5 : N (0.23/0) | | | | | THORAX >= 40.5 | | | | | | SLEEP < 0.83 | | | | | | | PARTNERS = 8 | | | | | | | | SLEEP < 0.7 : N (0.38/0) | | | | | | | | SLEEP >= 0.7 | | | | | | | | | THORAX < 64 : P (0.81/0) | | | | | | | | | THORAX >= 64 : P (1.2/0.38) | | | | | | | PARTNERS = 0 : P (0/0) | | | | | | | PARTNERS = 1 : N (1.59/0.72) | | | | | | SLEEP >= 0.83 | | | | | | | THORAX < 67.5 : N (1.64/0.35) | | | | | | | THORAX >= 67.5 | | | | | | | | SLEEP < 0.86 : P (0.11/0) | | | | | | | | SLEEP >= 0.86 | | | | | | | | | PARTNERS = 8 : N (18.37/9.19) | | | | | | | | | PARTNERS = 0 : P (0/0) | | | | | | | | | PARTNERS = 1 : P (0.01/0) | | | TYPE = 9 : N (0.97/0.28) | | | TYPE = 1 | | | | THORAX < 58 | | | | | SLEEP < 0.7 : N (0.21/0) | | | | | SLEEP >= 0.7 | | | | | | THORAX < 55 | | | | | | | THORAX < 45.5 | | | | | | | | THORAX < 43 | | | | | | | | | SLEEP < 0.73 : P (0.17/0.01) | | | | | | | | | SLEEP >= 0.73 | | | | | | | | | | PARTNERS = 8 | | | | | | | | | | | THORAX < 33.5 : N (0.41/0.16) | | | | | | | | | | | THORAX >= 33.5 | | | | | | | | | | | | SLEEP < 0.86 : P (36.75/18.37) | | | | | | | | | | | | SLEEP >= 0.86 : N (0.01/0) | | | | | | | | | | PARTNERS = 0 : P (0/0) | | | | | | | | | | PARTNERS = 1 : P (0.32/0.12) | | | | | | | | THORAX >= 43 : P (1.02/0.21) | | | | | | | THORAX >= 45.5 | | | | | | | | THORAX < 53.5 | | | | | | | | | SLEEP < 0.91 | | | | | | | | | | THORAX < 50.5 | | | | | | | | | | | PARTNERS = 8 | | | | | | | | | | | | SLEEP < 0.86 : N (18.37/9.19) | | | | | | | | | | | | SLEEP >= 0.86 : N (0.01/0) | | | | | | | | | | | PARTNERS = 0 : P (0/0) | | | | | | | | | | | PARTNERS = 1 | | | | | | | | | | | | SLEEP < 0.87 : P (0.07/0) | | | | | | | | | | | | SLEEP >= 0.87 : N (18.37/9.19) | | | | | | | | | | THORAX >= 50.5 : N (0.07/0) | | | | | | | | | SLEEP >= 0.91 : N (0.82/0) | | | | | | | | THORAX >= 53.5 | | | | | | | | | SLEEP < 0.85 : P (0.21/0) | | | | | | | | | SLEEP >= 0.85 : N (18.37/9.19) | | | | | | THORAX >= 55 : P (0.8/0) | | | | THORAX >= 58 : N (1.76/0.44) | | THORAX >= 70.5 : P (1/0.21) Size of the tree : 64 RandomTree ========== THORAX < 17.5 : N (0.03/0) THORAX >= 17.5 | SLEEP < 0.91 | | SLEEP < 0.71 : P (0.37/0.06) | | SLEEP >= 0.71 | | | THORAX < 93 | | | | PARTNERS = 8 | | | | | SLEEP < 0.73 : P (0.1/0.04) | | | | | SLEEP >= 0.73 | | | | | | TYPE = 0 | | | | | | | SLEEP < 0.78 : N (0.55/0.03) | | | | | | | SLEEP >= 0.78 | | | | | | | | THORAX < 64 : N (0.13/0.02) | | | | | | | | THORAX >= 64 | | | | | | | | | SLEEP < 0.82 : P (0.67/0.08) | | | | | | | | | SLEEP >= 0.82 | | | | | | | | | | THORAX < 67.5 : N (0.45/0) | | | | | | | | | | THORAX >= 67.5 | | | | | | | | | | | SLEEP < 0.86 : P (0.02/0) | | | | | | | | | | | SLEEP >= 0.86 : N (19.21/9.6) | | | | | | TYPE = 9 : P (0/0) | | | | | | TYPE = 1 | | | | | | | SLEEP < 0.75 : N (0.01/0) | | | | | | | SLEEP >= 0.75 | | | | | | | | THORAX < 55 | | | | | | | | | THORAX < 28 : P (0.03/0) | | | | | | | | | THORAX >= 28 | | | | | | | | | | SLEEP < 0.77 | | | | | | | | | | | THORAX < 36 : P (0.21/0) | | | | | | | | | | | THORAX >= 36 : N (19.21/9.6) | | | | | | | | | | SLEEP >= 0.77 | | | | | | | | | | | SLEEP < 0.81 : N (0.21/0) | | | | | | | | | | | SLEEP >= 0.81 | | | | | | | | | | | | SLEEP < 0.83 : P (0.01/0) | | | | | | | | | | | | SLEEP >= 0.83 : N (57.63/28.81) | | | | | | | | THORAX >= 55 : P (0.07/0) | | | | PARTNERS = 0 : P (0.75/0.25) | | | | PARTNERS = 1 | | | | | THORAX < 45 : N (0.97/0.16) | | | | | THORAX >= 45 | | | | | | SLEEP < 0.81 : N (1.63/0.45) | | | | | | SLEEP >= 0.81 | | | | | | | SLEEP < 0.89 : P (1.5/0.31) | | | | | | | SLEEP >= 0.89 | | | | | | | | THORAX < 62 | | | | | | | | | THORAX < 52 : N (19.21/9.6) | | | | | | | | | THORAX >= 52 : P (0/0) | | | | | | | | THORAX >= 62 : N (0.15/0.03) | | | THORAX >= 93 : N (0.1/0) | SLEEP >= 0.91 : P (1.79/0.58) Size of the tree : 51 RandomTree ========== PARTNERS = 8 | SLEEP < 0.9 | | SLEEP < 0.7 : N (0.1/0.01) | | SLEEP >= 0.7 | | | SLEEP < 0.83 | | | | THORAX < 67.5 | | | | | SLEEP < 0.79 | | | | | | THORAX < 64 | | | | | | | THORAX < 44 | | | | | | | | TYPE = 0 : N (0.01/0) | | | | | | | | TYPE = 9 : P (0/0) | | | | | | | | TYPE = 1 | | | | | | | | | THORAX < 32.5 : P (0.05/0) | | | | | | | | | THORAX >= 32.5 | | | | | | | | | | THORAX < 37.5 : N (0.05/0) | | | | | | | | | | THORAX >= 37.5 : N (19.61/9.81) | | | | | | | THORAX >= 44 : P (0.13/0) | | | | | | THORAX >= 64 : N (0.12/0) | | | | | SLEEP >= 0.79 : P (0.3/0.02) | | | | THORAX >= 67.5 : N (0.22/0) | | | SLEEP >= 0.83 | | | | TYPE = 0 | | | | | THORAX < 67.5 : N (0.09/0) | | | | | THORAX >= 67.5 | | | | | | SLEEP < 0.86 : P (0/0) | | | | | | SLEEP >= 0.86 : N (19.61/9.81) | | | | TYPE = 9 : P (0/0) | | | | TYPE = 1 | | | | | THORAX < 55 : N (58.84/29.42) | | | | | THORAX >= 55 : P (0.01/0) | SLEEP >= 0.9 : P (0.4/0.09) PARTNERS = 0 : N (1.56/0.58) PARTNERS = 1 | THORAX < 38 : P (0.37/0) | THORAX >= 38 | | THORAX < 45 : N (0.54/0.11) | | THORAX >= 45 | | | THORAX < 61.5 | | | | SLEEP < 0.78 : P (0.51/0.08) | | | | SLEEP >= 0.78 | | | | | SLEEP < 0.81 : N (0.78/0.11) | | | | | SLEEP >= 0.81 | | | | | | THORAX < 47 : P (0.18/0) | | | | | | THORAX >= 47 | | | | | | | SLEEP < 0.86 : P (0.19/0.01) | | | | | | | SLEEP >= 0.86 | | | | | | | | SLEEP < 0.89 : N (0.34/0.04) | | | | | | | | SLEEP >= 0.89 | | | | | | | | | THORAX < 52 | | | | | | | | | | SLEEP < 0.91 : N (19.61/9.81) | | | | | | | | | | SLEEP >= 0.91 : N (0.11/0) | | | | | | | | | THORAX >= 52 : P (0/0) | | | THORAX >= 61.5 : P (1.26/0.41) Size of the tree : 54 RandomTree ========== SLEEP < 0.93 | SLEEP < 0.71 : P (0.32/0.06) | SLEEP >= 0.71 | | THORAX < 31 : N (0.07/0) | | THORAX >= 31 | | | SLEEP < 0.91 | | | | PARTNERS = 8 | | | | | THORAX < 32.5 : P (0/0) | | | | | THORAX >= 32.5 | | | | | | SLEEP < 0.75 : N (0.01/0) | | | | | | SLEEP >= 0.75 : P (100.04/50) | | | | PARTNERS = 0 : P (0.78/0.3) | | | | PARTNERS = 1 | | | | | SLEEP < 0.89 | | | | | | THORAX < 66.5 : P (1.78/0.82) | | | | | | THORAX >= 66.5 : N (0.46/0.03) | | | | | SLEEP >= 0.89 | | | | | | THORAX < 71.5 | | | | | | | THORAX < 62 | | | | | | | | THORAX < 52 : N (19.98/9.99) | | | | | | | | THORAX >= 52 : P (0/0) | | | | | | | THORAX >= 62 : N (0.09/0) | | | | | | THORAX >= 71.5 : P (0.04/0) | | | SLEEP >= 0.91 : P (1.26/0.57) SLEEP >= 0.93 : N (0.16/0) Size of the tree : 26 RandomTree ========== SLEEP < 0.93 | THORAX < 75.5 | | THORAX < 70.5 | | | PARTNERS = 8 | | | | SLEEP < 0.9 | | | | | SLEEP < 0.7 : N (0.09/0.02) | | | | | SLEEP >= 0.7 | | | | | | THORAX < 28 : P (0/0) | | | | | | THORAX >= 28 | | | | | | | THORAX < 33.5 : N (0.03/0.01) | | | | | | | THORAX >= 33.5 | | | | | | | | SLEEP < 0.74 : P (0/0) | | | | | | | | SLEEP >= 0.74 : P (100.58/50.29) | | | | SLEEP >= 0.9 : P (0.16/0) | | | PARTNERS = 0 : N (0.97/0.35) | | | PARTNERS = 1 | | | | THORAX < 61.5 | | | | | TYPE = 0 : N (0.83/0.31) | | | | | TYPE = 9 : P (0/0) | | | | | TYPE = 1 | | | | | | THORAX < 46 : N (0.24/0.03) | | | | | | THORAX >= 46 | | | | | | | THORAX < 53.5 | | | | | | | | THORAX < 50.5 | | | | | | | | | SLEEP < 0.91 | | | | | | | | | | SLEEP < 0.87 : P (0/0) | | | | | | | | | | SLEEP >= 0.87 : N (20.09/10.04) | | | | | | | | | SLEEP >= 0.91 : N (0.01/0) | | | | | | | | THORAX >= 50.5 : N (0.05/0) | | | | | | | THORAX >= 53.5 : P (0.55/0.17) | | | | THORAX >= 61.5 : P (0.6/0.1) | | THORAX >= 70.5 : P (0.22/0.02) | THORAX >= 75.5 : N (0.57/0.2) SLEEP >= 0.93 : N (0.01/0) Size of the tree : 35 RandomTree ========== THORAX < 79.5 | THORAX < 76.5 | | THORAX < 75.5 | | | SLEEP < 0.73 : P (0.36/0.1) | | | SLEEP >= 0.73 | | | | THORAX < 73.5 | | | | | THORAX < 71.5 | | | | | | THORAX < 70.5 | | | | | | | THORAX < 66.5 | | | | | | | | TYPE = 0 : N (0.84/0.41) | | | | | | | | TYPE = 9 : P (0.57/0.14) | | | | | | | | TYPE = 1 | | | | | | | | | THORAX < 58 | | | | | | | | | | THORAX < 55 | | | | | | | | | | | SLEEP < 0.91 | | | | | | | | | | | | SLEEP < 0.79 | | | | | | | | | | | | | THORAX < 39 : P (0.09/0) | | | | | | | | | | | | | THORAX >= 39 | | | | | | | | | | | | | | PARTNERS = 8 : N (20.2/10.1) | | | | | | | | | | | | | | PARTNERS = 0 : P (0/0) | | | | | | | | | | | | | | PARTNERS = 1 : P (0.01/0) | | | | | | | | | | | | SLEEP >= 0.79 | | | | | | | | | | | | | THORAX < 32 : N (0.01/0) | | | | | | | | | | | | | THORAX >= 32 | | | | | | | | | | | | | | SLEEP < 0.81 : N (0.02/0) | | | | | | | | | | | | | | SLEEP >= 0.81 | | | | | | | | | | | | | | | SLEEP < 0.83 : P (0/0) | | | | | | | | | | | | | | | SLEEP >= 0.83 : N (80.81/40.39) | | | | | | | | | | | SLEEP >= 0.91 : P (0.02/0) | | | | | | | | | | THORAX >= 55 : P (0.17/0) | | | | | | | | | THORAX >= 58 : N (0.34/0.08) | | | | | | | THORAX >= 66.5 | | | | | | | | PARTNERS = 8 | | | | | | | | | SLEEP < 0.82 : N (0.02/0) | | | | | | | | | SLEEP >= 0.82 | | | | | | | | | | SLEEP < 0.86 : P (0/0) | | | | | | | | | | SLEEP >= 0.86 : N (20.2/10.1) | | | | | | | | PARTNERS = 0 : N (0.34/0) | | | | | | | | PARTNERS = 1 : N (0.32/0.1) | | | | | | THORAX >= 70.5 : P (0.02/0) | | | | | THORAX >= 71.5 : N (0.08/0.02) | | | | THORAX >= 73.5 : P (0.04/0) | | THORAX >= 75.5 : N (0.03/0.01) | THORAX >= 76.5 : N (0.17/0) THORAX >= 79.5 : P (0.34/0.08) Size of the tree : 46 RandomTree ========== THORAX < 96.5 | SLEEP < 0.91 | | THORAX < 93 | | | THORAX < 79.5 | | | | THORAX < 71.5 | | | | | TYPE = 0 | | | | | | THORAX < 57 : N (0.59/0.18) | | | | | | THORAX >= 57 | | | | | | | SLEEP < 0.78 : P (0.27/0.01) | | | | | | | SLEEP >= 0.78 | | | | | | | | THORAX < 60.5 : N (0.04/0) | | | | | | | | THORAX >= 60.5 | | | | | | | | | THORAX < 67.5 : P (0.13/0.01) | | | | | | | | | THORAX >= 67.5 | | | | | | | | | | PARTNERS = 8 | | | | | | | | | | | SLEEP < 0.82 : N (0/0) | | | | | | | | | | | SLEEP >= 0.82 : N (20.38/10.19) | | | | | | | | | | PARTNERS = 0 : P (0/0) | | | | | | | | | | PARTNERS = 1 : P (0/0) | | | | | TYPE = 9 : N (0.43/0.19) | | | | | TYPE = 1 | | | | | | THORAX < 66.5 | | | | | | | SLEEP < 0.75 : N (0.11/0) | | | | | | | SLEEP >= 0.75 | | | | | | | | THORAX < 62.5 | | | | | | | | | THORAX < 28 : P (0/0) | | | | | | | | | THORAX >= 28 | | | | | | | | | | SLEEP < 0.81 | | | | | | | | | | | THORAX < 58 | | | | | | | | | | | | THORAX < 48 | | | | | | | | | | | | | PARTNERS = 8 | | | | | | | | | | | | | | THORAX < 37.5 : N (0/0) | | | | | | | | | | | | | | THORAX >= 37.5 : N (20.38/10.19) | | | | | | | | | | | | | PARTNERS = 0 : P (0/0) | | | | | | | | | | | | | PARTNERS = 1 : P (0.01/0) | | | | | | | | | | | | THORAX >= 48 : P (0.02/0) | | | | | | | | | | | THORAX >= 58 : N (0.15/0) | | | | | | | | | | SLEEP >= 0.81 | | | | | | | | | | | THORAX < 55 : N (81.51/40.75) | | | | | | | | | | | THORAX >= 55 : P (0.13/0) | | | | | | | | THORAX >= 62.5 : P (0.01/0) | | | | | | THORAX >= 66.5 : N (0.15/0) | | | | THORAX >= 71.5 : N (0.06/0.02) | | | THORAX >= 79.5 : P (0.08/0) | | THORAX >= 93 : N (0.03/0) | SLEEP >= 0.91 : P (0.48/0.18) THORAX >= 96.5 : P (0.03/0) Size of the tree : 48 Number of performed Iterations: 10