RealAdaBoost: Base classifiers: ZeroR predicts class value: P RandomTree ========== northsouth < 6.68 | radialposition < 8.1 | | northsouth < -6.54 | | | eastwest < -23.92 : P (0.92/0) | | | eastwest >= -23.92 | | | | northsouth < -13.86 : N (19.63/0) | | | | northsouth >= -13.86 | | | | | eastwest < -13.71 : P (0.92/0) | | | | | eastwest >= -13.71 : N (9.82/0) | | northsouth >= -6.54 | | | radialposition < 0.35 | | | | angle < 27.75 : P (24.93/0) | | | | angle >= 27.75 | | | | | northsouth < -2.24 | | | | | | eastwest < -5.27 : P (0.92/0) | | | | | | eastwest >= -5.27 : N (4.36/0) | | | | | northsouth >= -2.24 | | | | | | eastwest < -0.54 : P (11.08/0) | | | | | | eastwest >= -0.54 | | | | | | | northsouth < 0.55 : P (2.77/0) | | | | | | | northsouth >= 0.55 | | | | | | | | northsouth < 2.72 : N (2.18/0) | | | | | | | | northsouth >= 2.72 : P (1.85/0) | | | radialposition >= 0.35 | | | | northsouth < 2.19 | | | | | radialposition < 2.6 | | | | | | angle < 97.5 | | | | | | | eastwest < 0.65 : P (1.85/0) | | | | | | | eastwest >= 0.65 | | | | | | | | eastwest < 1.61 : N (1.09/0) | | | | | | | | eastwest >= 1.61 : P (0.92/0) | | | | | | angle >= 97.5 : N (4.36/0) | | | | | radialposition >= 2.6 : N (17.45/0) | | | | northsouth >= 2.19 : P (4.62/0) | radialposition >= 8.1 : N (102.52/0) northsouth >= 6.68 : P (110.8/0) Size of the tree : 37 RandomTree ========== northsouth < 6.68 | radialposition < 8.1 | | angle < 27.75 | | | eastwest < 0.44 : P (24.93/0) | | | eastwest >= 0.44 | | | | northsouth < 0.61 | | | | | northsouth < 0.36 : N (1.09/0) | | | | | northsouth >= 0.36 : P (0.92/0) | | | | northsouth >= 0.61 : N (5.45/0) | | angle >= 27.75 | | | northsouth < -1.92 | | | | angle < 53.25 | | | | | eastwest < -23.92 : P (0.92/0) | | | | | eastwest >= -23.92 | | | | | | eastwest < -15.39 : N (2.18/0) | | | | | | eastwest >= -15.39 | | | | | | | eastwest < -13.71 : P (0.92/0) | | | | | | | eastwest >= -13.71 | | | | | | | | eastwest < -6.95 : N (4.36/0) | | | | | | | | eastwest >= -6.95 | | | | | | | | | eastwest < -5.27 : P (0.92/0) | | | | | | | | | eastwest >= -5.27 : N (2.18/0) | | | | angle >= 53.25 : N (38.17/0) | | | northsouth >= -1.92 | | | | northsouth < 2.44 | | | | | northsouth < -0.79 : P (2.77/0) | | | | | northsouth >= -0.79 | | | | | | northsouth < -0.1 : N (2.18/0) | | | | | | northsouth >= -0.1 | | | | | | | radialposition < -2.15 : N (1.09/0) | | | | | | | radialposition >= -2.15 | | | | | | | | eastwest < 1.68 | | | | | | | | | radialposition < -0.55 | | | | | | | | | | eastwest < -0.32 : P (1.85/0) | | | | | | | | | | eastwest >= -0.32 : N (1.09/0) | | | | | | | | | radialposition >= -0.55 : P (4.62/0) | | | | | | | | eastwest >= 1.68 : N (1.09/0) | | | | northsouth >= 2.44 : P (12.93/0) | radialposition >= 8.1 : N (102.52/0) northsouth >= 6.68 : P (110.8/0) Size of the tree : 41 RandomTree ========== eastwest < 0.15 | northsouth < -6.87 | | eastwest < -23.92 : P (0.92/0) | | eastwest >= -23.92 | | | angle < 53.25 | | | | eastwest < -13.71 | | | | | eastwest < -15.39 : N (2.18/0) | | | | | eastwest >= -15.39 : P (0.92/0) | | | | eastwest >= -13.71 : N (4.36/0) | | | angle >= 53.25 : N (20.72/0) | northsouth >= -6.87 | | radialposition < -6.75 : P (102.49/0) | | radialposition >= -6.75 | | | northsouth < -2.24 : N (4.36/0) | | | northsouth >= -2.24 | | | | eastwest < -0.54 : P (14.77/0) | | | | eastwest >= -0.54 | | | | | radialposition < -0.55 | | | | | | radialposition < -2.75 : P (1.85/0) | | | | | | radialposition >= -2.75 : N (2.18/0) | | | | | radialposition >= -0.55 : P (4.62/0) eastwest >= 0.15 | angle < 78 | | angle < 27.75 | | | eastwest < 2.73 | | | | eastwest < 1.61 : N (1.09/0) | | | | eastwest >= 1.61 : P (0.92/0) | | | eastwest >= 2.73 : N (23.99/0) | | angle >= 27.75 | | | radialposition < 3.95 | | | | eastwest < 1.68 : P (1.85/0) | | | | eastwest >= 1.68 : N (1.09/0) | | | radialposition >= 3.95 : P (33.24/0) | angle >= 78 : N (101.43/0) Size of the tree : 35 RandomTree ========== northsouth < 6.68 | radialposition < 8.1 | | northsouth < -6.54 | | | angle < 53.25 | | | | eastwest < -13.71 | | | | | northsouth < -22.3 : P (0.92/0) | | | | | northsouth >= -22.3 | | | | | | eastwest < -15.39 : N (2.18/0) | | | | | | eastwest >= -15.39 : P (0.92/0) | | | | eastwest >= -13.71 : N (4.36/0) | | | angle >= 53.25 : N (22.9/0) | | northsouth >= -6.54 | | | eastwest < 0.15 | | | | angle < 27.75 : P (24.93/0) | | | | angle >= 27.75 | | | | | angle < 106.75 | | | | | | eastwest < -1.53 | | | | | | | radialposition < -7.5 : P (0.92/0) | | | | | | | radialposition >= -7.5 : N (4.36/0) | | | | | | eastwest >= -1.53 | | | | | | | northsouth < 0.55 : P (5.54/0) | | | | | | | northsouth >= 0.55 | | | | | | | | northsouth < 2.44 : N (2.18/0) | | | | | | | | northsouth >= 2.44 : P (4.62/0) | | | | | angle >= 106.75 : P (6.46/0) | | | eastwest >= 0.15 | | | | northsouth < 2.19 | | | | | northsouth < 0.33 : N (16.36/0) | | | | | northsouth >= 0.33 | | | | | | northsouth < 0.61 : P (1.85/0) | | | | | | northsouth >= 0.61 : N (6.54/0) | | | | northsouth >= 2.19 : P (4.62/0) | radialposition >= 8.1 : N (102.52/0) northsouth >= 6.68 : P (110.8/0) Size of the tree : 35 RandomTree ========== eastwest < 0.15 | northsouth < -6.87 | | eastwest < -23.92 : P (0.92/0) | | eastwest >= -23.92 | | | northsouth < -13.86 : N (19.63/0) | | | northsouth >= -13.86 | | | | northsouth < -12.87 : P (0.92/0) | | | | northsouth >= -12.87 : N (7.63/0) | northsouth >= -6.87 | | radialposition < -6.75 : P (102.49/0) | | radialposition >= -6.75 | | | northsouth < -2.24 : N (4.36/0) | | | northsouth >= -2.24 | | | | eastwest < -0.54 : P (14.77/0) | | | | eastwest >= -0.54 | | | | | radialposition < -0.55 | | | | | | northsouth < 2.72 : N (2.18/0) | | | | | | northsouth >= 2.72 : P (1.85/0) | | | | | radialposition >= -0.55 : P (4.62/0) eastwest >= 0.15 | northsouth < 6.68 | | northsouth < 0.33 : N (102.52/0) | | northsouth >= 0.33 | | | eastwest < 6.32 | | | | angle < 27.75 | | | | | eastwest < 2.73 : P (0.92/0) | | | | | eastwest >= 2.73 : N (3.27/0) | | | | angle >= 27.75 | | | | | radialposition < 3.95 | | | | | | radialposition < 2.8 : P (1.85/0) | | | | | | radialposition >= 2.8 : N (1.09/0) | | | | | radialposition >= 3.95 : P (3.69/0) | | | eastwest >= 6.32 : N (20.72/0) | northsouth >= 6.68 : P (29.55/0) Size of the tree : 35 RandomTree ========== northsouth < 6.68 | northsouth < -6.54 | | eastwest < -14.42 | | | northsouth < -26.87 : N (8.73/0) | | | northsouth >= -26.87 | | | | eastwest < -23.92 : P (0.92/0) | | | | eastwest >= -23.92 | | | | | eastwest < -15.39 : N (2.18/0) | | | | | eastwest >= -15.39 : P (0.92/0) | | eastwest >= -14.42 : N (102.52/0) | northsouth >= -6.54 | | eastwest < 0.15 | | | angle < 27.75 : P (24.93/0) | | | angle >= 27.75 | | | | northsouth < -2.24 | | | | | eastwest < -5.27 : P (0.92/0) | | | | | eastwest >= -5.27 : N (4.36/0) | | | | northsouth >= -2.24 | | | | | northsouth < 2.44 | | | | | | northsouth < 0.55 : P (5.54/0) | | | | | | northsouth >= 0.55 | | | | | | | eastwest < -0.56 : P (1.85/0) | | | | | | | eastwest >= -0.56 : N (2.18/0) | | | | | northsouth >= 2.44 : P (9.23/0) | | eastwest >= 0.15 | | | eastwest < 6.32 | | | | northsouth < 2.19 | | | | | radialposition < 2.6 | | | | | | northsouth < 0.33 : N (5.45/0) | | | | | | northsouth >= 0.33 : P (1.85/0) | | | | | radialposition >= 2.6 : N (15.27/0) | | | | northsouth >= 2.19 : P (4.62/0) | | | eastwest >= 6.32 : N (20.72/0) northsouth >= 6.68 : P (110.8/0) Size of the tree : 35 RandomTree ========== northsouth < 6.68 | northsouth < -6.54 | | angle < 53.25 | | | eastwest < -13.71 | | | | eastwest < -23.92 : P (0.92/0) | | | | eastwest >= -23.92 | | | | | eastwest < -15.39 : N (2.18/0) | | | | | eastwest >= -15.39 : P (0.92/0) | | | eastwest >= -13.71 : N (4.36/0) | | angle >= 53.25 : N (106.88/0) | northsouth >= -6.54 | | eastwest < 0.15 | | | angle < 27.75 : P (24.93/0) | | | angle >= 27.75 | | | | northsouth < -2.24 | | | | | radialposition < -7.5 : P (0.92/0) | | | | | radialposition >= -7.5 : N (4.36/0) | | | | northsouth >= -2.24 | | | | | eastwest < -0.54 : P (11.08/0) | | | | | eastwest >= -0.54 | | | | | | radialposition < -0.55 | | | | | | | northsouth < 2.72 : N (2.18/0) | | | | | | | northsouth >= 2.72 : P (1.85/0) | | | | | | radialposition >= -0.55 : P (3.69/0) | | eastwest >= 0.15 | | | eastwest < 6.32 | | | | northsouth < 2.19 | | | | | northsouth < 0.33 : N (16.36/0) | | | | | northsouth >= 0.33 | | | | | | radialposition < 2.75 : P (1.85/0) | | | | | | radialposition >= 2.75 : N (4.36/0) | | | | northsouth >= 2.19 : P (4.62/0) | | | eastwest >= 6.32 : N (20.72/0) northsouth >= 6.68 : P (110.8/0) Size of the tree : 35 RandomTree ========== eastwest < 0.15 | northsouth < -6.87 | | eastwest < -23.92 : P (0.92/0) | | eastwest >= -23.92 | | | angle < 53.25 | | | | northsouth < -12.79 | | | | | eastwest < -15.39 : N (2.18/0) | | | | | eastwest >= -15.39 : P (0.92/0) | | | | northsouth >= -12.79 : N (4.36/0) | | | angle >= 53.25 : N (20.72/0) | northsouth >= -6.87 | | radialposition < -6.75 : P (102.49/0) | | radialposition >= -6.75 | | | northsouth < -2.24 : N (4.36/0) | | | northsouth >= -2.24 | | | | eastwest < -0.54 : P (14.77/0) | | | | eastwest >= -0.54 | | | | | radialposition < -0.55 | | | | | | northsouth < 2.72 : N (2.18/0) | | | | | | northsouth >= 2.72 : P (1.85/0) | | | | | radialposition >= -0.55 : P (4.62/0) eastwest >= 0.15 | northsouth < 6.68 | | northsouth < 0.33 : N (102.52/0) | | northsouth >= 0.33 | | | angle < 27.75 | | | | eastwest < 2.73 : P (0.92/0) | | | | eastwest >= 2.73 : N (23.99/0) | | | angle >= 27.75 | | | | northsouth < 2.19 | | | | | eastwest < 1.35 : P (0.92/0) | | | | | eastwest >= 1.35 : N (1.09/0) | | | | northsouth >= 2.19 : P (4.62/0) | northsouth >= 6.68 : P (29.55/0) Size of the tree : 35 RandomTree ========== northsouth < 6.68 | radialposition < 8.1 | | northsouth < -6.54 | | | angle < 53.25 | | | | eastwest < -13.71 | | | | | eastwest < -23.92 : P (0.92/0) | | | | | eastwest >= -23.92 | | | | | | eastwest < -15.39 : N (2.18/0) | | | | | | eastwest >= -15.39 : P (0.92/0) | | | | eastwest >= -13.71 : N (4.36/0) | | | angle >= 53.25 : N (22.9/0) | | northsouth >= -6.54 | | | radialposition < 0.35 | | | | angle < 27.75 : P (24.93/0) | | | | angle >= 27.75 | | | | | northsouth < -2.24 | | | | | | eastwest < -5.27 : P (0.92/0) | | | | | | eastwest >= -5.27 : N (4.36/0) | | | | | northsouth >= -2.24 | | | | | | northsouth < 2.44 | | | | | | | radialposition < -2.25 : N (1.09/0) | | | | | | | radialposition >= -2.25 | | | | | | | | eastwest < -0.05 : P (4.62/0) | | | | | | | | eastwest >= -0.05 | | | | | | | | | eastwest < -0.03 : N (1.09/0) | | | | | | | | | eastwest >= -0.03 : P (1.85/0) | | | | | | northsouth >= 2.44 : P (9.23/0) | | | radialposition >= 0.35 | | | | northsouth < 2.19 | | | | | radialposition < 2.6 | | | | | | angle < 97.5 | | | | | | | eastwest < 0.65 : P (1.85/0) | | | | | | | eastwest >= 0.65 | | | | | | | | northsouth < 0.36 : N (1.09/0) | | | | | | | | northsouth >= 0.36 : P (0.92/0) | | | | | | angle >= 97.5 : N (4.36/0) | | | | | radialposition >= 2.6 : N (17.45/0) | | | | northsouth >= 2.19 : P (4.62/0) | radialposition >= 8.1 : N (102.52/0) northsouth >= 6.68 : P (110.8/0) Size of the tree : 41 RandomTree ========== northsouth < 6.68 | northsouth < -6.54 | | eastwest < -14.42 | | | northsouth < -26.87 : N (8.73/0) | | | northsouth >= -26.87 | | | | eastwest < -23.92 : P (0.92/0) | | | | eastwest >= -23.92 | | | | | eastwest < -15.39 : N (2.18/0) | | | | | eastwest >= -15.39 : P (0.92/0) | | eastwest >= -14.42 : N (102.52/0) | northsouth >= -6.54 | | eastwest < 0.15 | | | angle < 27.75 : P (24.93/0) | | | angle >= 27.75 | | | | northsouth < -2.24 | | | | | eastwest < -5.27 : P (0.92/0) | | | | | eastwest >= -5.27 : N (4.36/0) | | | | northsouth >= -2.24 | | | | | northsouth < 2.44 | | | | | | radialposition < -2.25 : N (1.09/0) | | | | | | radialposition >= -2.25 | | | | | | | eastwest < -0.05 : P (4.62/0) | | | | | | | eastwest >= -0.05 | | | | | | | | radialposition < -0.45 : N (1.09/0) | | | | | | | | radialposition >= -0.45 : P (2.77/0) | | | | | northsouth >= 2.44 : P (9.23/0) | | eastwest >= 0.15 | | | eastwest < 6.32 | | | | northsouth < 2.19 | | | | | northsouth < 0.33 : N (16.36/0) | | | | | northsouth >= 0.33 | | | | | | radialposition < 2.75 : P (1.85/0) | | | | | | radialposition >= 2.75 : N (4.36/0) | | | | northsouth >= 2.19 : P (4.62/0) | | | eastwest >= 6.32 : N (20.72/0) northsouth >= 6.68 : P (110.8/0) Size of the tree : 37 Number of performed Iterations: 10