研究文章
自动预测好字典的例子(GDEX):一个综合实验与远方监督机器学习,单词Embedding-Based深度学习技巧
|
| 藻类。 |
矢量。 |
只有弓 |
弓+ PoS标签 |
|
|
R |
年代 |
F1 |
一个 |
英航 |
|
R |
年代 |
F1 |
一个 |
英航 |
|
| k神经网络 |
数 |
58.1 |
58.1 |
42.1 |
58.1 |
61.3 |
50.1 |
67.3 |
67.3 |
57.9 |
67.3 |
72.3 |
62.6 |
|
|
66.2 |
66.2 |
57.1 |
66.2 |
70.5 |
61.6 |
74.4 |
74.4 |
76.7 |
74.4 |
72.3 |
75.5 |
| 注 |
数 |
68.6 |
68.6 |
63.6 |
68.6 |
71.5 |
66.1 |
67.9 |
67.9 |
64.5 |
67.9 |
69.8 |
66.2 |
|
|
69.6 |
69.6 |
67.3 |
69.6 |
71.0 |
68.4 |
70.3 |
70.3 |
69.5 |
70.3 |
70.9 |
69.9 |
| RFT |
数 |
70.5 |
70.5 |
63.9 |
70.5 |
75.2 |
67.2 |
73.5 |
73.5 |
69.9 |
73.5 |
76.6 |
71.7 |
|
|
74.9 |
74.9 |
73.0 |
74.9 |
76.8 |
73.9 |
74.3 |
74.3 |
71.8 |
74.3 |
76.8 |
73年 |
| Linear-SVM |
数 |
72.3 |
72.3 |
68.7 |
72.3 |
75.3 |
70.5 |
72.7 |
72.7 |
68.7 |
72.7 |
76年 |
70.7 |
|
|
74.8 |
74.8 |
72.6 |
74.8 |
76.9 |
73.7 |
74.4 |
74.4 |
71.7 |
74.4 |
77年 |
73年 |
| Rbf-SVM |
数 |
73.8 |
73.8 |
70.2 |
73.8 |
77.1 |
72.0 |
74.5 |
74.5 |
71.8 |
74.5 |
77.2 |
73.1 |
|
|
74.5 |
74.5 |
72.1 |
74.5 |
76.9 |
73.3 |
74.9 |
74.9 |
72.5 |
74.9 |
77.3 |
73.7 |
|
|
