Explainable and Personalized Medical Cost Prediction Based on Multitask Learning over Mobile Devices

Table 3

Accuracy comparison with classical methods.

Method	Accuracy
	Treatment costs	Examination costs	Drug costs	Total costs
SVM	0.54	0.48	0.53	0.43
DecisionTreeClassifier	0.61	0.54	0.54	0.45
Naive_Bayes	0.59	0.58	0.61	0.61
Logistic regression	0.65	0.64	0.62	0.51
k-means	0.48	0.43	0.37	0.42
Multi-task	0.7	0.73	0.72	0.71