Study on the Magnitude of Reservoir-Triggered Earthquake Based on Support Vector Machines

Table 11

Optimal output for respective BCs in cross validation test.

BCs	SVM		FSVM
	Training set	Validation set	Training set	Validation set
	Accuracy (%)	Accuracy (%)	Accuracy (%)	Accuracy (%)
1-2 BC	100	100	85	100
1–3 BC	100	100	95.69	100
1–4 BC	100	100	93.64	100
1–5 BC	100	100	97.70	100
2-3 BC	100	88.89	96.39	88.89
2–4 BC	100	85.71	97.62	90.48
2–5 BC	100	97.92	97.92	97.92
3-4 BC	100	61.97	100	64.74
3–5 BC	100	93.79	98.25	87.59
4-5 BC	100	94.74	98.25	94.74