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

Table 12

Comparative analysis of EEPM with earlier ensemble methods.

Paper reference	Year	Method	Types of data set	Accuracy	Precision	MSE	Quality of prediction
[13]	2019	Ensemble boosting	Precursor based	81.9	0.72	0.36	Satisfactory
[14]	2020	Ensemble stacking	Parameter based	82.8	0.79	0.34	Satisfactory
[15]	2021	Ensemble stacking	Precursor based	84.3	0.81	0.30	Quite good
[16]	2021	Ensemble stacking	Parameter precursor based	85.3	0.83	0.28	Good
EEPM	2022	Ensemble boosting	Parameter precursor based	87.8	0.85	0.20	Best