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Table 7 Impact of accumulated feature sets on relation detection

From: The contribution of co-reference resolution to supervised relation detection between bacteria and biotopes entities

  Development Test
  R P F R P F
T2: baseline 0.567 0.400 0.469 0.621 0.398 0.485
+ POS tags 0.578 0.406 0.477 0.634 0.424 0.508
  + Cocoa 0.617 0.409 0.492 0.645 0.420 0.508
        + context 0.583 0.433 0.497 0.598 0.422 0.495
T3: baseline 0.359 0.375 0.367 0.324 0.360 0.341
+ POS tags 0.374 0.386 0.380 0.322 0.385 0.351
  + Cocoa 0.396 0.386 0.391 0.332 0.376 0.352
        + context 0.388 0.399 0.394 0.347 0.356 0.351
  1. Impact of accumulated feature sets on relation detection. These experiments use the optimal co- reference resolution strategy evidenced in Table 6, hence the best results here are optimal with respect to co-reference resolution too. Boldface highlights the optimal value on the development corpus, italics the associated value on the test corpus. By construction, highlighted values are the same as in Table 6