Table 3 Comparison of number of assigned documents when germline is available as a category
From: Automatic document classification of biological literature
With Germline as a category | Without Germline as a category | |||
|---|---|---|---|---|
Training examples | Documents assigned | Training examples | Documents assigned | |
Genetics | 25 | 736 | 25 | 722 |
Molecular Biology | 20 | 611 | 20 | 683 |
Cellular Biology | 21 | 1101 | 21 | 1277 |
Sex Determination | 18 | 205 | 34 | 398 |
Developmental Control | 22 | 796 | 22 | 721 |
Signal Transduction | 20 | 922 | 20 | 757 |
Neurobiology and Behavior | 20 | 1431 | 20 | 1401 |
Ecology and Evolution | 18 | 495 | 18 | 470 |
WormMethods | 23 | 1070 | 23 | 1154 |
Germline | 18 | 118 | ||