Table 5 Probability of a candidate entity conditioned on possible values of the indicator random variables for each of the three taggers used.
From: Chemical entity extraction using CRF and an ensemble of extractors
ChemxSeer | OSCAR4 | ChemSpot | Probability Estimate on Dev | Probability Estimate on Train |
|---|---|---|---|---|
1 | 0 | 0 | 0.252 | 0.26159 |
0 | 1 | 0 | 0.089 | 0.08507 |
0 | 0 | 1 | 0.249 | 0.25588 |
1 | 1 | 0 | 0.82083 | 0.81755 |
1 | 0 | 1 | 0.72799 | 0.67361 |
0 | 1 | 1 | 0.55869 | 0.53267 |
1 | 1 | 1 | 0.93316 | 0.93386 |