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full script 3 review

Ghost User requested to merge mik_review_script_3 into improvements_uwe

This is only script 3 in-depth review (done previously by Tarun, not me).

Includes:

  • layout updates for using TOC
  • multiple minor typos, content and code bugs fixes (e.g. correct for no shuffling on cross_val_score by default)
  • some code simplifications (e.g. no numpy.random)
  • extension for shuffling and stratification on splits, both train/test and CV (includes use of explicit cross-validator)
Edited by Ghost User

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