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Table 2 Number of data points from unannotated corpus used in our system, averaged over the six separate SVMs (one per relation type).

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

System

positives

negatives

[BASIC]

616

0

[PRE-SEL], select POS, no NEG

563 (= 91.3 %)

0

[PRE-SEL], select POS, select NEG

563

9,967 (= 90.6 %)

  1. Also mentioned is the percentage of the respective total candidate pool this is. The positive candidate pool consists of all data points conforming to the distant supervision criterion (# = 616) as seen in the [BASIC] system, while the negative pool is the complement of this (# = 11,162).
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BMC Bioinformatics

ISSN: 1471-2105

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