An Introduction to Statistical Learning

Gareth James, D. W., Hastie, T., & Tibshirani, R. (2013). An Introduction to Statistical Learning. Springer.

Type

Book

Intellectual base

Textbook

Year

2013

Link

no authoritative link yet

Cited by

1 citation across 1 artifact.

Domain-specific

• Out-of-bag error
  • Loss function, aggregation, class imbalance and finite ensemble size affect the estimate; reuse for tuning can introduce optimism.

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