raamana / neuropredict

Easy and comprehensive assessment of predictive power, with support for neuroimaging features

Home Page:https://raamana.github.io/neuropredict/

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Regression output visualizations: residual plots

raamana opened this issue · comments

A good output in the regression version would be residual plots

Good example is from yellowbrick: http://www.scikit-yb.org/en/latest/api/regressor/residuals.html

Other useful plots to include in results:

  • distribution of perf metric from different repetition of CV, for all features
  • predicted vs. observed
  • perf metric vs. target y for all features