A Novel Ensemble Earthquake Prediction Method (EEPM) by Combining Parameters and Precursors

Table 11

Comparative analysis results.

Methods		Adjusted	Variance	MSE	RMSE
SVM	0.64	0.58	0.24	0.36	0.60
KNN	0.76	0.62	0.26	0.39	0.62
XGBoost	0.74	0.59	0.31	0.33	0.55
Decision tree	0.80	0.75	0.28	0.32	0.56
Random Forest	0.82	0.76	0.27	0.26	0.50
EEPM	0.88	0.85	0.19	0.20	0.44