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Table 3 Statistical features (marked with *) and knowledge-based (marked with †) features extracted for classifying sentences.

From: Combining classifiers for robust PICO element detection

Feature

Position in the document (absolute, relative) *

Sentence length *

Number of punctuation marks *

Number of numeric numbers n > 10, n < 10 *

Word overlap with title *

Number of cue-words (P, I, O)†

Number of cue-verbs (P, I, O)†

MeSH semantic types

Number of (n = [0-9]+) â€