Research Article

Simulating the Stress-Strain Relationship of Geomaterials by Support Vector Machine

Table 1

The data for training SVM.

ā€‰ (kPa) (kPa)

1137.800.889000.000000.000000.001600.00481
2141.410.80.879910.004810.001600.004240.01044
314521.60.869330.010440.004240.008040.01674
4148.632.40.857560.016740.008040.013140.02357
5152.243.20.844870.023570.013140.019600.03080
6155.8540.831530.030800.019600.027530.03833
7159.464.80.817740.038330.027530.037000.04606
816375.60.803690.046060.037000.048140.05391
9166.686.40.789530.053910.048140.061100.06181
10170.297.20.775380.061810.061100.076110.06973
11173.81080.761330.069730.076110.093460.07761
12177.4118.80.747450.077610.093460.113590.08543
13181129.60.733780.085430.113590.137160.09317
14184.6140.40.720360.093170.137160.165130.10081
15188.2151.20.707230.100810.165130.199110.10833
16191.81620.694380.108330.199110.241830.11574
17195.4172.80.681830.115740.241830.298720.12302
18199183.60.669590.123020.298720.382820.13017
19202.6194.40.657640.130170.382820.541610.13719