Research Article

Nonlinear Methodologies for Identifying Seismic Event and Nuclear Explosion Using Random Forest, Support Vector Machine, and Naive Bayes Classification

Table 4

Area under the curve.

Test result variable(s)AreaStd. erroraAsymptotic Sig.bAsymptotic 95% confidence interval
Lower boundUpper bound

NBC0.9560.0350.0000.8871.026
SVM0.9630.0300.0000.9041.022
RF0.9750.0290.0000.9191.031

Under the nonparametric assumption.
Null hypothesis: true area = 0.5.