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. Author manuscript; available in PMC: 2022 May 24.
Published in final edited form as: Proc ACM Hum Comput Interact. 2021 Apr 22;5(CSCW1):167. doi: 10.1145/3449241

Table 3.

Median metrics of pay satisfaction classifiers in k-fold (k=5) cross-validation.

Model Relevance Valence
Precision Recall AUC Precision Recall AUC
Logistic Reg. 0.73 0.72 0.80 0.80 0.80 0.89
KNN 0.81 0.63 0.70 0.72 0.72 0.81
SVM (Linear) 0.73 0.73 0.81 0.80 0.80 0.89
Random Forest 0.83 0.65 0.80 0.72 0.74 0.82
AdaBoost 0.83 0.66 0.80 0.79 0.79 0.87
MLP 0.81 0.67 0.77 0.76 0.76 0.86