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Images in Public (Bill_Worley)

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Public (Bill_Worley)

  • Figure 5 – Elastic Net solution paths for Raw data.
  • Figure 6 - Fit Statistics for Gen Reg with Raw Data
  • Bill_Worley_9-1645458031332.png
  • Figure 7 -  Elastic Net solution paths for Pre-Processed data.
  • Figure 8 - Fit Statistics for Gen Reg with Pre-Processed Data.
  • Figure 9 – Model comparison for Gen Reg with Raw and  Pre-Processed Data.
  • Bill_Worley_12-1645458031344.png
  • Figure 11 – Comparison of Neural Net fits for raw and pre-processed data.  In both cases the data was fit with a hyperbolic tangent activation function with 1 layer and 3 hidden nodes using a fixed 20% validation column for cross-validation.
  • Figure 13 - Comparison of SVR model fits for Raw and Pre-Processed data.
  • Figure 12 – Comparison of Bootstrap Forest fits for Raw and Pre-Processed data.
  • Figure 10 – Comparison of PLS and ELN fits for pre-processed data
  • Figure 1. Partial Least Squares model set up and output.
  • Figure 2. Partial Least Squares model with Raw data.
  • Figure 1. Partial Least Squares model set up and output.
  • Figure 3. Partial Least Squares model with Pre-Processed data.
  • Bill_Worley_5-1645482772361.png
  • Figure 4. Partial Least Squares model comparison with Raw and Pre-Processed data.
  • Figure 5 – Elastic Net solution paths for Raw data.
  • Bill_Worley_8-1645482772367.png
  • Figure 6 - Fit Statistics for Gen Reg with Raw Data.
  • Bill_Worley_9-1645482772371.png
  • Figure 7 -  Elastic Net solution paths for Pre-Processed data.
  • Figure 8 - Fit Statistics for Gen Reg with Pre-Processed Data.
  • Bill_Worley_12-1645482772379.png
  • Figure 10 – Comparison of PLS and ELN modeling techniques for processed data.
  • Figure 9 – Model comparison for Gen Reg with Raw and  Pre-Processed Data.
  • Figure 11 – Comparison of Neural Net fits for raw and pre-processed data.
  • Figure 12 – Comparison of Bootstrap Forest fits for Raw and Pre-Processed data.
  • Figure 13 - Comparison of SVR model fits for Raw and Pre-Processed data.
  • Bill_Worley_0-1653655387751.png