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System description.

Journal: Biomedical Informatics Insights

Article Title: Sentiment Analysis of Suicide Notes: A Shared Task

doi: 10.4137/BII.S9042

Figure Lengend Snippet: System description.

Article Snippet: National Research Council Canada , NRC , Word unigrams and bigrams, thesaurus matches, character 4-grams, document length, various sentence-level patterns , None , 71061 , 608448/(71061 * 4633) = 0.00185 , Feature vectors normalized to unit length , Binary SVM; one-classifier-per-label , None , 10-fold cross validation , 0.5522.

Techniques: Selection, Biomarker Discovery, Labeling, Expressing, Generated, Sequencing