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. Author manuscript; available in PMC: 2022 Apr 1.
Published in final edited form as: J Psychiatr Res. 2021 Feb 2;136:95–102. doi: 10.1016/j.jpsychires.2021.01.052

Table 3.

Document-Level Test Results of Predictions Models

Model Accuracy Precision (SI) Recall (SI) F1-Score (SI) AUC
TF-IDF Logistic Regression 0.81 0.69 0.69 0.69 0.929
TF-IDF SVM 0.89 0.64 0.80 0.71 0.930
Random CNN 0.93 0.80 0.82 0.81 0.962
Word2vec CNN 0.94 0.81 0.83 0.82 0.946
Rule-Based Approach 0.92 0.73 0.87 0.79 N/A*
*

AUC is not available for rule-based deterministic approaches