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. 2017 Aug 2;19(8):e272. doi: 10.2196/jmir.7660

Table 1.

Comparison of different classifier models for obtaining AUC values.


Classification algorithms

Gradient boosting tree Support vector machine Decision tree Random forest Logistic regression
Emotional support 0.87 0.89 0.78 0.85 0.77
Experience-based information 0.86 0.80 0.76 0.83 0.74
Unconventional information 0.80 0.75 0.69 0.75 0.66
Medical facts 0.83 0.72 0.67 0.83 0.61