Task |
Linear SVM |
Polynomial SVM |
Gaussian SVM |
Random Forest |
A vs. B
vs. C vs. D
|
67.05 %
(66.67 – 67.43)
|
66.58 %
(66.21 – 66.94)
|
66.38 %
(66.05 – 66.70)
|
66.09 %
(65.75 – 66.43)
|
A vs. D
|
77.23 %
(76.02 – 78.45)
|
78.98 %
(77.80 – 80.15)
|
73.68 %
(72.44 – 74.91)
|
73.46 % (72.33 – 74.58)
|
B vs. D |
64.23 % (62.87 - 65.58) |
63.15 % (61.78 - 64.52) |
62.63 %
(61.25 - 64.00) |
69.33 % (67.97 - 70.68) |
C vs. D |
54.30 % (53.01 - 55.59) |
52.35 % (51.15 - 53.55) |
54.68 %
(53.45 - 55.90) |
57.90 % (56.59 - 59.20) |
B vs. C |
40.08 % (38.90 - 41.25) |
41.50 % (40.29 - 42.71) |
41.68 %
(40.41 - 42.94) |
44.50 % (43.11 - 45.89) |
A vs. C |
45.76 % (44.93 - 46.58) |
53.49 % (52.23 - 54.75) |
50.04 %
(49.23 - 50.86) |
46.03 % (45.15 - 46.92) |
A vs. B |
46.24 % (45.41 - 47.07) |
45.86 % (44.87 - 46.85) |
47.79 %
(47.21 - 48.37) |
46.25 % (45.23 - 47.27) |