Machine learning with R
Contents: Introducing machine learning -- Managing and understanding data -- Lazy learning : classification using nearest neighbors -- Probabilistic learning : classification using naive Bayes -- Divide and conquer : classification using decision trees and rules -- Forecasting numeric data : regress...
| Permalink: | http://skupni.nsk.hr/Record/fer.KOHA-OAI-FER:45708/Details |
|---|---|
| Glavni autor: | Lantz, Brett (-) |
| Vrsta građe: | Knjiga |
| Jezik: | eng |
| Impresum: |
Birmingham, UK [u.a.] :
Packt Publ,
2013.
|
| Izdanje: | 1. izd |
| Nakladnička cjelina: |
Community experience distilled
Packt open source |
| Predmet: |
| LEADER | 01643nam a2200289 u 4500 | ||
|---|---|---|---|
| 005 | 20160329143523.0 | ||
| 008 | 141023s2013 ||| eng | ||
| 020 | |a 9781782162148 | ||
| 020 | |a 1782162143 | ||
| 040 | |a HR-ZaFER |b hrv |c HR-ZaFER |e ppiak | ||
| 041 | 0 | 7 | |a eng |2 ISO 639-2 |
| 100 | |a Lantz, Brett |9 35278 | ||
| 245 | 0 | 0 | |a Machine learning with R : |b Learn how to use R to apply powerful machine learning methods and gain an insight into real-world applications / |c Brett Lantz |
| 250 | |a 1. izd. | ||
| 260 | |a Birmingham, UK [u.a.] : |b Packt Publ., |c 2013. | ||
| 300 | |a VII, 375 str. . |b graf. prikazi ; | ||
| 490 | 0 | |a Community experience distilled | |
| 490 | 0 | |a Packt open source | |
| 520 | |a Contents: Introducing machine learning -- Managing and understanding data -- Lazy learning : classification using nearest neighbors -- Probabilistic learning : classification using naive Bayes -- Divide and conquer : classification using decision trees and rules -- Forecasting numeric data : regression methods -- Black box methods : neural networks and support vector machines -- Finding patterns : market basket analysis using association rules -- Finding groups of data : clustering with k-means -- Evaluating model performance -- Improving model performance -- Specialized machine learning topics. | ||
| 653 | |a R (Computer program language) -- Handbooks, manuals, etc | ||
| 653 | |a Machine learning -- Statistical methods -- Handbooks, manuals, etc | ||
| 653 | |a Machine learning -- Statistical methods | ||
| 653 | |a R (Computer program language) | ||
| 900 | |b 11;BV042143155 | ||
| 900 | |a KBV | ||
| 942 | |2 udc |c K | ||
| 999 | |c 45708 |d 45708 | ||