Evaluation results of the field of study hierarchy
| Label . | # labels . | # matching . | % matching . |
|---|---|---|---|
| Computer Science | 21,157 | 13,055 | 61.705 |
| Biology | 212,356 | 145,671 | 68.598 |
| Political Science | 12,043 | 8,035 | 66.719 |
| Materials Science | 23,561 | 13,618 | 57.799 |
| Geography | 4,286 | 285 | 6.650 |
| Chemistry | 339,501 | 239,576 | 70.567 |
| Economics | 91,411 | 62,025 | 67.853 |
| Mathematics | 109,797 | 79,959 | 72.824 |
| Geology | 22,600 | 15,777 | 69.810 |
| Engineering | 731,505 | 207,063 | 28.306 |
| Physics | 694,631 | 464,083 | 66.810 |
| Sociology | 10,725 | 4,418 | 41.193 |
| Business | 141,498 | 26,095 | 18.442 |
| Medicine | 311,197 | 192,397 | 61.825 |
| Psychology | 36,080 | 25,548 | 70.809 |
| Art | 23,728 | 4,901 | 20.655 |
| History | 39,938 | 3,391 | 8.491 |
| Philosophy | 19,517 | 8,641 | 44.274 |
| Environm. Science | 17,727 | 302 | 1.704 |
| Total | 2,863,258 | 1,514,840 | 52.906 |
| Label . | # labels . | # matching . | % matching . |
|---|---|---|---|
| Computer Science | 21,157 | 13,055 | 61.705 |
| Biology | 212,356 | 145,671 | 68.598 |
| Political Science | 12,043 | 8,035 | 66.719 |
| Materials Science | 23,561 | 13,618 | 57.799 |
| Geography | 4,286 | 285 | 6.650 |
| Chemistry | 339,501 | 239,576 | 70.567 |
| Economics | 91,411 | 62,025 | 67.853 |
| Mathematics | 109,797 | 79,959 | 72.824 |
| Geology | 22,600 | 15,777 | 69.810 |
| Engineering | 731,505 | 207,063 | 28.306 |
| Physics | 694,631 | 464,083 | 66.810 |
| Sociology | 10,725 | 4,418 | 41.193 |
| Business | 141,498 | 26,095 | 18.442 |
| Medicine | 311,197 | 192,397 | 61.825 |
| Psychology | 36,080 | 25,548 | 70.809 |
| Art | 23,728 | 4,901 | 20.655 |
| History | 39,938 | 3,391 | 8.491 |
| Philosophy | 19,517 | 8,641 | 44.274 |
| Environm. Science | 17,727 | 302 | 1.704 |
| Total | 2,863,258 | 1,514,840 | 52.906 |