Research on Data Fusion Method Based on Multisource Data Awareness of Internet of Things

Table 2

Classifier integration scheme.

Number of base classifiers	Base classifier combination	Difference
2	(SVM, ANN)	0.68
	(SVM, Bayes)	0.78
3	(SVM, ANN, Bayes)	0.81
	(SVM, SoftMax, random forest)	0.84
4	(SVM, ANN, KNN, Bayes)	0.85
	(random forest, SVM, ANN, Bayes)	0.84
5	(random forest, SVM, ANN, KNN, Bayes)	0.86