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)