Closed jphall663 closed 5 years ago
The advanced sensitivity and residual analysis notebook were merged into master in an extremely silly way, i.e. by downloading them from the branch associated with this PR and then checking out master and copying the files there. Sorry!
Good drafts for both are now done, so closing.
New plan off attack on model debugging ...
Sensitivity Analysis:
https://github.com/jphall663/interpretable_machine_learning_with_python/blob/ph_add_errors/debugging_sens_analysis_redux.ipynb
Residual Analysis:
https://github.com/jphall663/interpretable_machine_learning_with_python/blob/ph_add_errors/debugging_resid_analysis_redux.ipynb
For each bullet above, try to discuss in terms of:
Potentially remove: https://github.com/jphall663/interpretable_machine_learning_with_python/blob/ph_add_errors/pdp_dt_surr_res_shap_loss.ipynb
Self-Healing