Artificial Intelligence Method for Shear Wave Travel Time Prediction considering Reservoir Geological Continuity

Table 6

Training time comparison with different models.

Name	Training time
Linear-1	00 : 00 : 028002
Linear-3	00 : 00 : 097006
Linear-5	00 : 00 : 192011
RF-1	00 : 00 : 895051
RF-3	00 : 01 : 596092
RF-5	00 : 02 : 415138
SVR-1	00 : 03 : 421196
SVR-3	00 : 03 : 854220
SVR-5	00 : 05 : 969342
XGB-1	00 : 05 : 160295
XGB-3	00 : 05 : 611321
XGB-5	00 : 06 : 469370
ANN-1	00 : 35 : 640039
ANN-3	03 : 10 : 164877
ANN-5	03 : 03 : 819514