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An introduction to statistical learning : with applications in RJames, Gareth ...Type of material - book ; adult, seriousEdition - 2nd ed.Publication and manufacture - Los Angeles [etc.] : Springer, cop. 2021Language - englishISBN - 978-1-4614-7137-0COBISS.SI-ID - 85151491
Author
James, Gareth |
Witten, Daniela |
Hastie, Trevor |
Tibshirani, Robert
Collection
Springer texts in statistics
Topics
Mathematical statistics |
Problems, exercises, etc |
Mathematical models |
Problems, exercises, etc |
R (Computer program language) |
Statistics |
Problems and exercises |
statistika |
statistično učenje |
matematična statistika |
matematični modeli |
linearna regresija |
klasifikacija |
regulizacija |
polinomska regresija |
globoko učenje |
odločitveno drevo |
regresijska drevesa |
klasifikacijska drevesa |
grozdenje |
računalniški programski jeziki |
R |
statistics |
statistical learning |
mathematical statistics |
mathematical models |
linear regression |
classification |
resampling methods |
linear model selection |
regularization |
polynomial regression |
tree-based methods |
decision trees |
regression trees |
classification trees |
support vector machines |
deep learning |
clustering |
survival analysis |
unsupervised learning |
multiple testing |
computer program language |
R
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Library/institution |
City | Acronym | For loan | Other holdings |
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Faculty of Information Studies in Novo mesto | Novo mesto | FIS |
outside loan 2 cop.
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Year | Impact factor | Edition | Category | Classification | ||||
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JCR | SNIP | JCR | SNIP | JCR | SNIP | JCR | SNIP |
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Database name | Field | Year |
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Links to authors' personal bibliographies | Links to information on researchers in the SICRIS system |
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James, Gareth | ![]() |
Witten, Daniela | ![]() |
Hastie, Trevor | ![]() |
Tibshirani, Robert | ![]() |
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