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. 2019 Jul 12;10:1630. doi: 10.3389/fpsyg.2019.01630

TABLE 7.

Train and test accuracy for machine learning models of self-report variables for Studies 1 and 2 combined.

Model Train Train Std Error Test Test Std Err
Logistic Regression 73% 1% 74% <0.5%
SVM 76% <0.5% 67% <0.5%
Adaboost SVM 74% <0.5% 68% 1%
Random Forests 80% <0.5% 66% 1%

SVM = Support Vector Machines. Std = Standard.