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. 2018 Jun 12;20(6):e10136. doi: 10.2196/10136

Table 2.

Error analysis in study 2 for boosted decision trees using 3 language processing approaches.

Language processing approach Sensitivity Specificity AUCa
BoWb 0.87 0.78 0.85
LIWCc 0.91 0.78 0.88
Hybrid 0.88 0.82 0.92

aAUC: area under curve.

bBoW: Bag-of-Words.

cLIWC: Linguistic Inquiry and Word Count.