Improvement of Support Vector Machine Algorithm in Big Data Background

Table 1

Comparison of experimental training time.

Parameter setting		Dimensions/quantity	Time spent in solving the original problem (s)	Time spent in solving dual problems (s)
D = 50	C = 300	0.15	0.4562	14.3513
D = 100	C = 300	0.26	1.1367	15.5391
D = 200	C = 300	0.53	3.2782	15.6821
D = 300	C = 200	1.40	5.1125	1.3429
D = 300	C = 100	3.00	3.2381	0.2713
D = 300	C = 50	5.00	2.1357	0.2731