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

Table 5

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

Algorithm	MSE	AUC
Random forest	0.1069	92.09%
Decision tree	0.1285	87.13%
Logistic regression	0.1273	87.25%
XG Boost	0.1906	80.92%
Gradient boosting	0.2330	76.69%
Adaboost	0.2646	73.53%
SVM	0.2953	70.45%
Naive Bayes	0.3277	67.21%
SGD	17.71	55.47%
Multilayer perceptron	0.3282	67.14%