arXiv Open Access 2021

Considerations Across Three Cultures: Parametric Regressions, Interpretable Algorithms, and Complex Algorithms

Ani Eloyan Sherri Rose

Lihat Sumber

Abstrak

We consider an extension of Leo Breiman's thesis from "Statistical Modeling: The Two Cultures" to include a bifurcation of algorithmic modeling, focusing on parametric regressions, interpretable algorithms, and complex (possibly explainable) algorithms.

Topik & Kata Kunci

stat.ML stat.AP

Penulis (2)

Ani Eloyan

Sherri Rose

Format Sitasi

APA MLA BibTeX

Eloyan, A., Rose, S. (2021). Considerations Across Three Cultures: Parametric Regressions, Interpretable Algorithms, and Complex Algorithms. https://arxiv.org/abs/2104.06571

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Informasi Jurnal

Tahun Terbit: 2021
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓