A Novel Prediction Method Based on Artificial Intelligence and Internet of Things for Detecting Coronavirus Disease (COVID-19)

Table 1

Algorithm analysis.

Algorithm name	Advantage	Shortcoming
Logistic regression	Simplicity, interpretability, widely used	Only deal with linear problems, unstable accuracy
Support vector machines	Good at small-sample processing, constraints can be obtained from the hyperplane positions	Large-scale samples are difficult to implement; multiclassification problem is difficult
Random forest	Samples with missing data can be processed, decision tree can be added to deal with overfitting	Overfitting problem