Summary:
Since conductivity and permittivity is different. I build two similar models for them separately using the same inputs.
The following is the predicting result of conductivity. It shows an improvement now for conductivity.
The following is the predicting result of permittivity. It shows bad performance though.
I also discuss with Yifu and search online for the basic knowledge of conductivity and permittivity. Tomorrow, I will try to find more logging data which are more related to them. It may be helpful for improving performance of the model.
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