[Retracted] Efficient Prediction of Missed Clinical Appointment Using Machine Learning

Table 9

Show-no-show RUS appointment prediction result evaluation by mean square error and AUC.

Algorithm	MSE	AUC
Random forest	0.1473	85.26%
Decision tree	0.135	86.50%
Logistic regression	0.352	64.77%
XG Boost	0.208	79.12%
Gradient boosting	0.243	75.68%
Adaboost	0.281	71.9%
Naive Bayes	0.346.	65.37%
SGD	0.3546	60.96%
Multilayer perceptron	0.3648	63.62%
SVM	0.26.	68.58%