The Elements of Statistical Learning

Hastie, T., Tibshirani, R., & Friedman, J. (2001). The Elements of Statistical Learning. Springer.

Type

Book

Intellectual base

Review or monograph

Year

2001

ISBN

9780387952840

Link

https://openlibrary.org/books/OL15507937M/The_elements_of_statistical_learning not authoritativefound

Cited by

1 citation across 1 artifact.

Domain-specific

• Decision tree pruning
  • Pre-pruning stops growth early, while post-pruning simplifies a grown tree using validation error, cost-complexity penalties, pessimistic estimates or minimum-description criteria; training fit normally decreases.

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