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[Feature] Add plots for regression #148

@tuliocasagrande

Description

@tuliocasagrande

Is your feature request related to a problem? Please describe.
Not related to a problem.

Describe the solution you'd like
I'd like to have plots for regression such as:

  • residual plot(y_predicted, residuals)
  • prediction error(y_true, y_predicted)

Describe alternatives you've considered
I have been using yellowbrick for when I train scikit-learn models:

I'd like to have similar interpretation when using SageMaker Studio/Pipelines.

Additional context
residuals-1.png
peplot-1.png

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