Table 3

Performance of logistic regression classifier trained with different feature sets and tested on the BIOADI corpus and the AB3P corpus

Training Corpus

AB3P corpus

BIOADI corpus

Test Corpus

BIOADI corpus

AB3P corpus

Feature Set(s)

Precision

Recall

F-score

Precision

Recall

F-Score


M

0.9155

0.7242

0.8087

0.9392

0.8082

0.8688

M + L

0.9153

0.7489

0.8238

0.9401

0.8207

0.8763

M + L + N

0.9260

0.7995

0.8581

0.9556

0.8398

0.8939

M + L + N + C

0.9352

0.7995

0.8620

0.9586

0.8464

0.8990


M, String morphological features; L, LF tokens; N, Numeric features; C, Contextual features

Kuo et al. BMC Bioinformatics 2009 10(Suppl 15):S7   doi:10.1186/1471-2105-10-S15-S7

Open Data