From: Predictors of outpatients’ no-show: big data analytics using apache spark
Accuracy | Precision | Recall | F-measure | ROC Area | |
---|---|---|---|---|---|
Random Forest | 0.76 | 0.76 | 0.76 | 0.68 | 0.77 |
Gradient Boosting | 0.79 | 0.77 | 0.79 | 0.76 | 0.81 |
Logistic Regression | 0.75 | 0.73 | 0.75 | 0.70 | 0.73 |
SVM | 0.73 | 0.70 | 0.73 | 0.62 | 0.73 |
Multilayer Perceptron | 0.77 | 0.75 | 0.77 | 0.72 | 0.78 |