Mastering machine learning with R: advanced machine learning techniques for building smart applications with R 3.5
Table of Contents; Preparing and Understanding Data; Linear Regression; Logistic Regression; Advanced Feature Selection in Linear Models; K-Nearest Neighbors and Support Vector Machines; Tree-Based Classification; Neural Networks and Deep Learning; Creating Ensembles and Multiclass Methods; Cluster...
Saved in:
| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Birmingham ; Mumbai
Packt
2019
|
| Edition: | Third edition |
| Subjects: | |
| Summary: | Table of Contents; Preparing and Understanding Data; Linear Regression; Logistic Regression; Advanced Feature Selection in Linear Models; K-Nearest Neighbors and Support Vector Machines; Tree-Based Classification; Neural Networks and Deep Learning; Creating Ensembles and Multiclass Methods; Cluster Analysis; Principal Component Analysis; Association Analysis; Time Series and Causality; Text Mining; Appendix A- Creating a Package |
| Physical Description: | iv, 343 Seiten Diagramme, Illustrationen |
| ISBN: | 9781789618006 |
Staff View
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| index_date | 2024-07-03T16:26:31Z |
| indexdate | 2024-07-10T09:02:54Z |
| institution | BVB |
| isbn | 9781789618006 |
| language | English |
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| spelling | Lesmeister, Cory Verfasser (DE-588)1143169131 aut Mastering machine learning with R advanced machine learning techniques for building smart applications with R 3.5 Cory Lesmeister Third edition Birmingham ; Mumbai Packt 2019 iv, 343 Seiten Diagramme, Illustrationen txt rdacontent n rdamedia nc rdacarrier Table of Contents; Preparing and Understanding Data; Linear Regression; Logistic Regression; Advanced Feature Selection in Linear Models; K-Nearest Neighbors and Support Vector Machines; Tree-Based Classification; Neural Networks and Deep Learning; Creating Ensembles and Multiclass Methods; Cluster Analysis; Principal Component Analysis; Association Analysis; Time Series and Causality; Text Mining; Appendix A- Creating a Package R Programm (DE-588)4705956-4 gnd rswk-swf Maschinelles Lernen (DE-588)4193754-5 gnd rswk-swf Computing: Textbooks & Study Guides Information theory Mathematical theory of computation Machine learning Information architecture COMPUTERS / Information Theory COMPUTERS / Machine Theory Maschinelles Lernen (DE-588)4193754-5 s R Programm (DE-588)4705956-4 s DE-604 Erscheint auch als Online-Ausgabe Lesmeister, Cory Mastering machine learning with R 978-1-78961-356-8 |
| spellingShingle | Lesmeister, Cory Mastering machine learning with R advanced machine learning techniques for building smart applications with R 3.5 R Programm (DE-588)4705956-4 gnd Maschinelles Lernen (DE-588)4193754-5 gnd |
| subject_GND | (DE-588)4705956-4 (DE-588)4193754-5 |
| title | Mastering machine learning with R advanced machine learning techniques for building smart applications with R 3.5 |
| title_auth | Mastering machine learning with R advanced machine learning techniques for building smart applications with R 3.5 |
| title_exact_search | Mastering machine learning with R advanced machine learning techniques for building smart applications with R 3.5 |
| title_exact_search_txtP | Mastering machine learning with R advanced machine learning techniques for building smart applications with R 3.5 |
| title_full | Mastering machine learning with R advanced machine learning techniques for building smart applications with R 3.5 Cory Lesmeister |
| title_fullStr | Mastering machine learning with R advanced machine learning techniques for building smart applications with R 3.5 Cory Lesmeister |
| title_full_unstemmed | Mastering machine learning with R advanced machine learning techniques for building smart applications with R 3.5 Cory Lesmeister |
| title_short | Mastering machine learning with R |
| title_sort | mastering machine learning with r advanced machine learning techniques for building smart applications with r 3 5 |
| title_sub | advanced machine learning techniques for building smart applications with R 3.5 |
| topic | R Programm (DE-588)4705956-4 gnd Maschinelles Lernen (DE-588)4193754-5 gnd |
| topic_facet | R Programm Maschinelles Lernen |
| work_keys_str_mv | AT lesmeistercory masteringmachinelearningwithradvancedmachinelearningtechniquesforbuildingsmartapplicationswithr35 |