8/01/2017

build the third model for abernathy well

Today, I compared two methods to build the third model.

Summary:

method 1: train all 8 models with log data and original dielectric data as inputs, test all 8 models with log data and predicted dielectric data as inputs.

method 2: train and test all 8 models one by one with log data as predicted dielectric data as inputs.

After comparison, it shows that method 1 has much worse accuracy than method 2 does. So method 2 should be used to build the third model.

I will send you by an email.

Tomorrow, I will start to write the second paper since I have all results of figures and tables now.


3 comments:

  1. we need to show the good, bad, and ugly.... all methods need to showed to help the reader understand the best technique.

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  2. method 3 is the best predictive method
    method 2 is a good predictive method
    method 1 is the lowest accuracy predictive method..

    you should this on Abernathy

    What happens in ATLAND? Which is the best predictive method?

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    Replies
    1. I remember that we just need to apply all three methods in one well and abernathy well is the best, i apply the first method in three wells and choose the best one.

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