Data-Driven Model for the Prediction of Total Dissolved Gas: Robust Artificial Intelligence Approach

Table 7

The computational time required for the training phase from each model.

Model	Time (s)	Model	Time (s)
USGS 14181500 station
ELM-M1	0.007	SVR-M1	5486.311
ELM-M2	0.019	SVR-M2	961.291
ELM-M3	0.015	SVR-M3	75.623
ELM-M4	0.004	SVR-M4	1757.157
ELM-M5	0.018	SVR-M5	869.159
ELM-M6	0.024	SVR-M6	397.216
ELM-M7	0.023	SVR-M7	160.172
ELM-M8	0.033	SVR-M8	85.000
Mean	0.018		1223.991
USGS 14150000 station
ELM-M1	0.012	SVR-M1	3472.969
ELM-M2	0.003	SVR-M2	8305.326
ELM-M3	0.008	SVR-M3	267.823
ELM-M4	0.015	SVR-M4	645.349
ELM-M5	0.033	SVR-M5	345.758
ELM-M6	0.049	SVR-M6	7281.479
ELM-M7	0.017	SVR-M7	1446.514
ELM-M8	0.031	SVR-M8	309.020
Mean	0.021		2759.280