From: Automatic document classification of biological literature
Average precision (sigma) | Average recall (sigma) | F1 score | |
---|---|---|---|
XML (boost 0) | 0.6328 (0.0913) | 0.5836 (0.0961) | 0.6072 |
Untrimmed (boost 0) | 0.6387 (0.0953) | 0.5875 (0.1028) | 0.6120 |
Trimmed (boost 0) | 0.6305 (0.1005) | 0.5874 (0.1016) | 0.6082 |
XML (boost 1) | 0.6527 (0.0970) | 0.6173 (0.0877) | 0.6345 |
Untrimmed (boost 1) | 0.6531 (0.0864) | 0.6214 (0.0918) | 0.6369 |
Trimmed (boost 1) | 0.6351 (0.0965) | 0.6173 (0.0996) | 0.6261 |
XML (boost 2) | 0.6673 (0.0790) | 0.6486 (0.0775) | 0.6578 |
Untrimmed (boost 2) | 0.6566 (0.0655) | 0.6316 (0.0761) | 0.6438 |
Trimmed (boost 2) | 0.6533 (0.0618) | 0.6314 (0.0834) | 0.6422 |
XML (boost 3) | 0.6800 (0.0770) | 0.6556 (0.0755) | 0.6676 |
Untrimmed (boost 3) | 0.6722 (0.0546) | 0.6419 (0.0622) | 0.6567 |
Trimmed (boost 3) | 0.6472 (0.0478) | 0.6315 (0.0593) | 0.6393 |
XML (boost 4) | 0.6780 (0.0857) | 0.6414 (0.0897) | 0.6592 |
Untrimmed (boost 4) | 0.6843 (0.0624) | 0.6522 (0.0745) | 0.6678 |
Trimmed (boost 4) | 0.6571 (0.0640) | 0.6241 (0.0766) | 0.6402 |
XML (boost 5) | 0.6820 (0.0908) | 0.6456 (0.1035) | 0.6633 |
Untrimmed (boost 5) | 0.6957 (0.0746) | 0.6517 (0.0655) | 0.6730 |
Trimmed (boost 5) | 0.6708 (0.0817) | 0.6207 (0.0863) | 0.6448 |
XML (boost 6) | 0.6994 (0.0781) | 0.6594 (0.0758) | 0.6788 |
Untrimmed (boost 6) | 0.6926 (0.0859) | 0.6485 (0.0798) | 0.6698 |
Trimmed (boost 6) | 0.6680 (0.0929) | 0.6172 (0.0966) | 0.6416 |
XML (boost 7) | 0.6863 (0.0737) | 0.6382 (0.0784) | 0.6614 |
Untrimmed (boost 7) | 0.6865 (0.0851) | 0.6415 (0.0864) | 0.6632 |
Trimmed (boost 7) | 0.6732 (0.0869) | 0.6207 (0.0987) | 0.6459 |
XML (boost 8) | 0.6703 (0.0709) | 0.6176 (0.0886) | 0.6429 |
Untrimmed (boost 8) | 0.6817 (0.0682) | 0.6276 (0.0704) | 0.6535 |
Trimmed (boost 8) | 0.6843 (0.0759) | 0.6245 (0.0939) | 0.6530 |
XML (boost 9) | 0.6801 (0.0748) | 0.6142 (0.0906) | 0.6455 |
Untrimmed (boost 9) | 0.6807 (0.0722) | 0.6167 (0.0724) | 0.6471 |
Trimmed (boost 9) | 0.6749 (0.0775) | 0.6070 (0.0963) | 0.6392 |