Springer · ENSTK
An Introduction to Statistical Learning: with Applications in R - Gareth James
EAN: 9781071614204
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Descriere An Introduction to Statistical Learning: with Applications in R - Gareth James
\nPreface.- 1 Introduction.- 2 Statistical Learning.- 3 Linear Regression.- 4 Classification.- 5 Resampling Methods.- 6 Linear Model Selection and Regularization.- 7 Moving Beyond Linearity.- 8 Tree-Based Methods.- 9 Support Vector Machines.- 10 Deep Learning.- 11 Survival Analysis and Censored Data.- 12 Unsupervised Learning.- 13 Multiple Testing.- Index.
Detalii
- Brand
- Springer
- Categorie
- ENSTK
- EAN / GTIN
- 9781071614204
- Magazine
- 1
- Disponibilitate
- in stock
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