IoT-Enabled Intelligent System for the Radiation Monitoring and Warning Approach

Table 3

Experimental results.

Machine learning model	Testing accuracy on cleaned data	Validation accuracy on cleaned data
Decision trees	72.9	71.87
Logistic regression	80.2	79.16
Gaussian naïve Bayes	77.90	76.56
Support vector machine	78.9	77.08
Random forest	81.8	80.20
Bagging trees	82.3	81.25
Extra trees	80.4	79.16
Adaptive boosting	82.9	81.77