Model Features Accuracy (GCC 4.9.2) Accuracy (GCC 7.1.0)
decision trees with cross validation; depth 1 ft1 .. ft65 0.26 0.33
decision trees with cross validation; depth 2 ft1 .. ft65 0.26 0.36
decision trees with cross validation; depth 3 ft1 .. ft65 0.27 0.35
decision trees with cross validation; depth 4 ft1 .. ft65 0.27 0.39
decision trees with cross validation; depth 5 ft1 .. ft65 0.25 0.34
decision trees with cross validation; depth 6 ft1 .. ft65 0.33 0.34
decision trees with cross validation; depth 7 ft1 .. ft65 0.36 0.32
decision trees with cross validation; depth 8 ft1 .. ft65 0.40 0.36
decision trees with cross validation; depth 9 ft1 .. ft65 0.38 0.31
decision trees with cross validation; depth 10 ft1 .. ft65 0.37 0.30
decision trees with cross validation; depth 11 ft1 .. ft65 0.34 0.33
decision trees with cross validation; depth 12 ft1 .. ft65 0.36 0.32
decision trees with cross validation; depth 13 ft1 .. ft65 0.35 0.34
decision trees with cross validation; depth 14 ft1 .. ft65 0.36 0.34
decision trees with cross validation; depth 15 ft1 .. ft65 0.34 0.34
decision trees with cross validation; depth 16 ft1 .. ft65 0.36 0.35
decision trees with cross validation; depth 17 ft1 .. ft65 0.34 0.36
decision trees with cross validation; depth 18 ft1 .. ft65 0.36 0.34
decision trees with cross validation; depth 19 ft1 .. ft65 0.35 0.34
decision trees with cross validation; depth 20 ft1 .. ft65 0.37 0.33
decision trees with cross validation; depth 21 ft1 .. ft65 0.36 0.36
decision trees with cross validation; depth 22 ft1 .. ft65 0.37 0.34
decision trees with cross validation; depth 23 ft1 .. ft65 0.36 0.35
decision trees with cross validation; depth 24 ft1 .. ft65 0.36 0.33
decision trees with cross validation; depth 25 ft1 .. ft65 0.37 0.37
decision trees with cross validation; depth 26 ft1 .. ft65 0.37 0.33
decision trees with cross validation; depth 27 ft1 .. ft65 0.37 0.36
decision trees with cross validation; depth 28 ft1 .. ft65 0.34 0.34
decision trees with cross validation; depth 29 ft1 .. ft65 0.35 0.37
decision trees without cross validation; depth 1 ft1 .. ft65 0.39 0.36
decision trees without cross validation; depth 2 ft1 .. ft65 0.40 0.40
decision trees without cross validation; depth 3 ft1 .. ft65 0.46 0.41
decision trees without cross validation; depth 4 ft1 .. ft65 0.49 0.47
decision trees without cross validation; depth 5 ft1 .. ft65 0.55 0.52
decision trees without cross validation; depth 6 ft1 .. ft65 0.60 0.57
decision trees without cross validation; depth 7 ft1 .. ft65 0.65 0.61
decision trees without cross validation; depth 8 ft1 .. ft65 0.69 0.68
decision trees without cross validation; depth 9 ft1 .. ft65 0.73 0.72
decision trees without cross validation; depth 10 ft1 .. ft65 0.75 0.79
decision trees without cross validation; depth 11 ft1 .. ft65 0.79 0.83
decision trees without cross validation; depth 12 ft1 .. ft65 0.83 0.87
decision trees without cross validation; depth 13 ft1 .. ft65 0.85 0.90
decision trees without cross validation; depth 14 ft1 .. ft65 0.88 0.94
decision trees without cross validation; depth 15 ft1 .. ft65 0.91 0.95
decision trees without cross validation; depth 16 ft1 .. ft65 0.94 0.96
decision trees without cross validation; depth 17 ft1 .. ft65 0.95 0.96
decision trees without cross validation; depth 18 ft1 .. ft65 0.97 0.96
decision trees without cross validation; depth 19 ft1 .. ft65 0.97 0.96
decision trees without cross validation; depth 20 ft1 .. ft65 0.98 0.96
decision trees without cross validation; depth 21 ft1 .. ft65 0.98 0.96
decision trees without cross validation; depth 22 ft1 .. ft65 0.98 0.96
decision trees without cross validation; depth 23 ft1 .. ft65 0.98 0.96
decision trees without cross validation; depth 24 ft1 .. ft65 0.98 0.96
decision trees without cross validation; depth 25 ft1 .. ft65 0.98 0.96
decision trees without cross validation; depth 26 ft1 .. ft65 0.98 0.96
decision trees without cross validation; depth 27 ft1 .. ft65 0.98 0.96
decision trees without cross validation; depth 28 ft1 .. ft65 0.98 0.96
decision trees without cross validation; depth 29 ft1 .. ft65 0.98 0.96
dnn tf with cross validation; iteration 1 ft1 .. ft65 0.68 0.30
dnn tf with cross validation; iteration 2 ft1 .. ft65 0.64 0.33
dnn tf with cross validation; iteration 3 ft1 .. ft65 0.61 0.45
dnn tf with cross validation; iteration 4 ft1 .. ft65 0.64 0.44
dnn tf with cross validation; iteration 5 ft1 .. ft65 0.60 0.48
dnn tf with cross validation; iteration 6 ft1 .. ft65 0.58 0.30
dnn tf with cross validation; iteration 7 ft1 .. ft65 0.57 0.43
dnn tf with cross validation; iteration 8 ft1 .. ft65 0.55 0.37
dnn tf with cross validation; iteration 9 ft1 .. ft65 0.68 0.44
dnn tf without cross validation; iteration 1 ft1 .. ft65 0.72 0.29
dnn tf without cross validation; iteration 2 ft1 .. ft65 0.72 0.47
dnn tf without cross validation; iteration 3 ft1 .. ft65 0.72 0.48
dnn tf without cross validation; iteration 4 ft1 .. ft65 0.68 0.62
dnn tf without cross validation; iteration 5 ft1 .. ft65 0.70 0.48
dnn tf without cross validation; iteration 6 ft1 .. ft65 0.55 0.45
dnn tf without cross validation; iteration 7 ft1 .. ft65 0.72 0.43
dnn tf without cross validation; iteration 8 ft1 .. ft65 0.62 0.32
dnn tf without cross validation; iteration 9 ft1 .. ft65 0.72 0.53
milepost nn ft1 .. ft121 0.30 0.30
milepost nn ft1 .. ft56 0.37 0.30
milepost nn ft1 .. ft65 0.30 0.30
milepost nn ft57 .. ft121 0.30 0.30
milepost nn ft57 .. ft65 0.30 0.30
milepost nn ft66 .. ft121 0.36 0.32
milepost nn ft1 .. ft121 (normalized) 0.37 0.37
milepost nn ft1 .. ft56 (normalized) 0.37 0.33
milepost nn ft1 .. ft65 (normalized) 0.39 0.32
milepost nn ft57 .. ft121 (normalized) 0.37 0.39
milepost nn ft57 .. ft65 (normalized) 0.37 0.35
milepost nn ft66 .. ft121 (normalized) 0.38 0.38
milepost nn (reduce complexity1) ft1 .. ft121 (normalized) 0.45 0.44
milepost nn (reduce complexity2) ft1 .. ft121 (normalized) 0.45 0.40