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Table 3 Parameter values for submitted classifiers after parameter search.

From: A linear classifier based on entity recognition tools and a statistical approach to method extraction in the protein-protein interaction literature

Classifier

Features

λ

β 1

β 2

β 3

β 4

β 5

VTT0

SP

1.1

-

-

-

-

-

VTT0

Bigrams

1.1

-

-

-

-

-

VTT1

SP

1.3

40

-

-

-

-

VTT1

Bigrams

1.5

20

-

-

-

-

VTT5

SP

2.2

6

50

70

4

40

VTT5

Bigrams

2.1

6

50

60

5

30

VTT3

SP

1.4

17

115

115

-

-