SBS Content Detection for Modified Asphalt Using Deep Neural Network

Table 4

Sample information for database.

SBS content (%)	SBS type	Asphalt binder	Number of training samples	Number of testing samples
0	None	Shell 70#	23	6
2.0	LG411	Shell 70#	23	6
2.3	LG501	Esso 70#	23	6
2.5	LCY3501	Esso 70#	23	6
2.7	LG411	Donghai 70#	23	6
3.0	LG501	Shell 70#	23	6
3.3	LG411 : LG501 = 1 : 1	Donghai 70#	23	6
3.5	LG501	Shell 70#	23	6
3.7	LG411	Shell 90#	23	6
4.0	LG501	Shell 70#	23	6
4.3	LG411 : LG501 = 2 : 1	Shell 90#	23	6
4.5	LG501	Shell 70#	23	6
4.7	LG501	Shell 90#	23	6
5.0	LG501	Shell 70#	23	6
5.3	LG411 : LG501 = 1 : 1	Donghai 70#	23	6
5.5	LG501	Shell 70#	23	6
5.7	LG411	Donghai 70#	23	6
6.0	LG501	Shell 70#	23	6
6.3	LCY3501	Esso 70#	23	6
6.5	LG501	Esso 70#	23	6
7.0	LG411	Shell 70#	23	6