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Table 1 Comparative table of results for our different systems.

From: Semi-supervised Learning for the BioNLP Gene Regulation Network

System S D I C M Recall Prec. F1 SER
Original submission of [4] 15 53 5 20 40 22.7 50.0 31.3 0.830
[BASIC] 28 18 100 42 170 47.7 24.7 32.6 1.659
[W_REG] 30 12 204 46 280 52.3 16.4 25.0 2.795
[PRE_SEL]          
  select POS, no NEG 28 20 77 40 145 45.5 27.6 34.3 1.420
  select POS, select NEG 13 39 21 36 70 40.9 51.4 45.6 0.830
  select POS, all NEG 13 43 22 32 67 36.4 47.8 41.3 0.886
  1. All results are obtained on the official test set. (S = substitutions, I = insertions, D = deletions, C = correct predictions, M = number of predictions, N = 88 = number of arcs in reference network).