Table 5.
Endpoint 385 noun phrases, 66 sentences) | Endpoint (385 noun phrases, 66 sentences) | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Linear kernel | Gaussian kernel | |||||||||||
BC | MC4 | MC3 | BC + A & G | MC4 + A & G | MC3 + A & G | BC | MC4 | MC3 | BC + A & G | MC4 + A & G | MC3 + A & G | |
Precision | 0.51 (0.48, 0.54) | 0.51 (0.48, 0.54) | 0.45 (0.42, 0.48) | 0.53 (0.50, 0.56) | 0.58 (0.55, 0.61) | 0.52 (0.49, 0.55) | 0.48 (0.45, 0.51) | 0.51 (0.48, 0.54) | 0.49 (0.46, 0.52) | 0.63 (0.60, 0.66) | 0.59 (0.56, 0.62) | 0.58 (0.55, 0.61) |
Recall | 0.69 (0.66, 0.72) | 0.59 (0.56, 0.62) | 0.66 (0.63, 0.69) | 0.67 (0.64, 0.70) | 0.67 (0.64, 0.70) | 0.75 (0.72, 0.78) | 0.60 (0.57, 0.63) | 0.66 (0.63, 0.69) | 0.59 (0.56, 0.62) | 0.58 (0.55, 0.61) | 0.67 (0.64, 0.70) | 0.74 (0.71, 0.77) |
F1 | 0.59 (0.56, 0.62) | 0.55 (0.52, 0.58) | 0.54 (0.51, 0.57) | 0.59 (0.56, 0.62) | 0.62 (0.59, 0.65) | 0.61 (0.58, 0.64) | 0.54 (0.51, 0.57) | 0.58 (0.55, 0.61) | 0.54 (0.51, 0.57) | 0.60 (0.57, 0.63) | 0.63 (0.60, 0.66) | 0.65 (0.62, 0.68) |
Accuracy | 0.73 (0.70, 0.76) | 0.73 (0.70, 0.76) | 0.69 (0.66, 0.72) | 0.75 (0.72, 0.78) | 0.78 (0.75, 0.81) | 0.74 (0.71, 0.77) | 0.71 (0.68, 0.74) | 0.74 (0.71, 0.77) | 0.72 (0.69, 0.75) | 0.79 (0.76, 0.82) | 0.78 (0.75, 0.81) | 0.78 (0.75, 0.81) |