8  Mindless Modeling (TODO)

Excellent reproducibility paper: https://reproducible.cs.princeton.edu/ feature leakage, model sheets

Illusion of progress: https://arxiv.org/pdf/math/0606441.pdf

8.1 Features

Ratio Variables: https://journals.sagepub.com/doi/abs/10.1177/1094428118773455?journalCode=orma

8.1.1 Engineering the wrong features

8.2 Targets

8.3 Evaluation Metrics

8.4 Unsupervised Learning

8.5 Lifecycle Management

8.6 Fair and Ethical Modeling