Comments (1)
List of Tables, Values, and Plots to return to the User:
- Feature Importance - Tornado Plot
- Actual Vs. Predicted - Well Number vs. Predicted Production - This should live in the training of the model
- Partial Dependency Plots
- IP90/IP180 - we can return a value for the result as they're not really time dependant
- Have some sort of confidence interval, so maybe you do have multiple models that are trained with different sets of data, let's leave that until the end if we get there.
- Separate visualizations for feature importance
- Gas vs. Oil Wells
- Heat Map of multiple case runs
from glowing-waffle.
Related Issues (9)
- switch the repository to private in case data is uploaded here
- Feature Engineering and Data Conditioning HOT 2
- Scaling Data HOT 2
- Outlier Detection and handling HOT 1
- Create an enum class in order to type the different features HOT 2
- Download files from OGC HOT 2
- Read in the data sets and create a unified data frame for each well in the list HOT 5
- Train the model
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from glowing-waffle.