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Table 1 Performance comparison on SALVIAS dataset

From: Solr-Plant: efficient extraction of plant names from text

 

Solr-Plant

TNRSa

Plantminera

GNResolvera

TRUE

950

980

881

745

FALSE

36

19

43

29

NOT FOUND

14

1

76

226

TOTAL

1000

1000

1000

1000

PRECISION

0.96

0.98

0.95

0.96

RECALL

0.95

0.98

0.88

0.74

F-SCORE

0.95

0.98

0.91

0.84

TIME (Batch)

NA

43 s

613 s

72 s

TIMEb (Individual)

67.25 s

359.88 s

286.19 s

262.21 s

  1. aEvaluation results as provided by Boyle et al., 2013; b Time comparison conducted for this study