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. 2015 Apr 30;16:138. doi: 10.1186/s12859-015-0564-6

Table 12.

Technologies used in Task 1a from the participating systems along with the feature representation of the documents

Reference Approach Technologies Features
[32] flat SVMs, MetaLabeler [44] unigrams, bigrams
[37] hierarchical SVMs, Bayes networks unigrams, bigrams
[45] flat MetaMap [46], unigrams
information retrieval,
search engines
[48] flat k-NN, SVMs unigrams, bigrams,
trigrams
[49] flat k-NN, learning-to-rank unigrams

Unigrams, bigrams and trigrams refer to the word level.