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

Figure 12

Error estimation of validation and test data depending on combination of hidden layer nodes (first-second hidden layer: 10-10, 20-20, 30-30, 40-40, 50-50, 60-60, 70-70, and 80-80). (a) Validation error, (b) test error, (c) normalised validation error, (d) normalised test error, and (e) sum of two normalised errors.

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