|
topic |
LogReg by Zhang&Oles |
SVM by Zhang&Oles |
Logistic Laplace prior all 20,132 features |
Logistic Laplace prior 1,000 features |
Logistic Normal prior all 20,132 features |
Logistic Normal prior 1,000 features |
|
earn |
98.4 |
98.1 |
98.0 |
97.9 |
98.1 |
97.7 |
|
acq |
95.2 |
95.3 |
94.1 |
93.7 |
95.0 |
94.3 |
|
money-fx |
75.2 |
74.4 |
73.8 |
75.3 |
78.9 |
77.7 |
|
grain |
88.4 |
89.6 |
92.9 |
91.3 |
87.4 |
90.0 |
|
crude |
85.9 |
84.8 |
86.1 |
84.4 |
87.1 |
84.6 |
|
trade |
72.9 |
73.4 |
74.2 |
73.9 |
75.5 |
68.6 |
|
interest |
78.2 |
75.9 |
69.3 |
70.4 |
73.8 |
73.6 |
|
wheat |
88.2 |
88.9 |
87.7 |
86.5 |
87.0 |
87.0 |
|
ship |
81.9 |
82.4 |
86.4 |
78.4 |
84.1 |
80.3 |
|
corn |
88.7 |
86.2 |
89.9 |
86.8 |
80.8 |
88.9 |
|
[macroaverage] |
85.3 |
84.9 |
85.2 |
83.9 |
84.8 |
84.3 |
|
[microaverage] |
91.4 |
91.1 |
91.3 |
90.8 |
91.7 |
91.0 |
|
Topic |
Number of Features |
|
earn |
319 |
|
acq |
432 |
|
money-fx |
251 |
|
grain |
102 |
|
crude |
145 |
|
trade |
220 |
|
interest |
210 |
|
wheat |
53 |
|
ship |
100 |
|
corn |
69 |