Generation of Synthetic Density Log Data Using Deep Learning Algorithm at the Golden Field in Alberta, Canada

Table 5

Comparison of test well data error (RMSE) by data preprocess.

Training algorithm	Preprocess (Figure 10)	No preprocess (Figure 11)	Increased error (%)
trainscg	49	54	10
trainrp	58	62	7
trainlm	288	316	10
traingdm	60	76	27