Table 7 Comparison between... | Emerald Publishing

Table 7

Comparison between identification results of surrounding rock classification model for large-section rock tunnel face and actual surrounding rock classes

Sample no	Tunnel name	Chainage	Actual surrounding rock class	Identification results of different surrounding rock classification models
Sample no	Tunnel name	Chainage	Actual surrounding rock class	SVM	RBF	BP
1	Gaojiaping	DK451 + 300	III	III	III	III
2	Gaojiaping	DK451 + 304	III	III	III	III
3	Gaojiaping	DK451 + 308	III	III	III	III
4	Gaojiaping	DK451 + 312	III	III	III	III
5	Gaojiaping	DK451 + 316	III	III	III	III
6	Xinhua	DK552 + 884	III	III	III	III
7	Xinhua	DK552 + 888	III	III	IV	III
8	Xinhua	DK552 + 892	III	III	IV	III
9	Gaojiaping	DK451 + 337	III	IV	IV	IV
10	Gaojiaping	DK451 + 500	IV	IV	IV	IV
11	Gaojiaping	DK451 + 000	IV	IV	IV	V
12	Gaojiaping	DK452 + 003	IV	IV	IV	IV
13	Xinhua	DK545 + 394	V	V	IV	IV
14	Xinhua	DK454 + 396	V	V	V	V

Sample no	Tunnel name	Chainage	Actual surrounding rock class	Identification results of different surrounding rock classification models
Sample no	Tunnel name	Chainage	Actual surrounding rock class	SVM	RBF	BP
1	Gaojiaping	DK451 + 300	III	III	III	III
2	Gaojiaping	DK451 + 304	III	III	III	III
3	Gaojiaping	DK451 + 308	III	III	III	III
4	Gaojiaping	DK451 + 312	III	III	III	III
5	Gaojiaping	DK451 + 316	III	III	III	III
6	Xinhua	DK552 + 884	III	III	III	III
7	Xinhua	DK552 + 888	III	III	IV	III
8	Xinhua	DK552 + 892	III	III	IV	III
9	Gaojiaping	DK451 + 337	III	IV	IV	IV
10	Gaojiaping	DK451 + 500	IV	IV	IV	IV
11	Gaojiaping	DK451 + 000	IV	IV	IV	V
12	Gaojiaping	DK452 + 003	IV	IV	IV	IV
13	Xinhua	DK545 + 394	V	V	IV	IV
14	Xinhua	DK454 + 396	V	V	V	V