apply ANN model into well 2 data

Today, I applied the ANN model into well 2 data.

Summary:

In well 2, not all data have the same range. The following data 's depth range is from 10316.5 ft to 10850 ft. They are all QElan data.

DTCO_REC_QE

NPHU_EC_REC_QE

ILLITE_QE

CHLORITE_QE

BOUND WATER_QE QUARTZ_QE K-FELDSPAR_QE CALCITE_QE DOLOMITE_QE ANHYDRITE_QE UWATER_QE UOIL_QE

However, the useful T2 distribution 's depth range is from 8997 ft to 9109 ft. All other T2 data are the same for the same bin. So all QElan data in well 2 can not be applied into predicting T2 distribution. As a result, all we have for the inputs in well 2 are shown as follows.

GR_EDTC

DCAL AT10 AT90 DPHZ PEFZ RHOZ

There are just 7 inputs in well 2. I have build an model with these inputs before and they perform not well.

In addition, the depth range of my model is from 10687 ft to 10985.5 ft. So the depth range of my model and well 2 data are not overlapped. In conclusion, well 2 may not be able to be applied into my model if I do not obtain additional data.

Tomorrow, I want to try BHP data.