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Table 5 Accuracies of different models from Experiment 1B (classification with selected features) on the testing set

From: Can machine learning models predict maternal and newborn healthcare providers’ perception of safety during the COVID-19 pandemic? A cross-sectional study of a global online survey

Model

Accuracy (%) on testing set

Logistic Regression

61

Support Vector Machine

62

Random Forest

77

XGBoost

81

CatBoost

76

Artificial Neural Network

65