Machine learning for knowledge discovery with R : (Record no. 628965)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01313cam a22002058i 4500 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9781032065366 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9781032071596 |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.32 |
| Edition number | 23 |
| Item number | TSA |
| 100 1# - MAIN ENTRY--AUTHOR NAME | |
| Personal name | Tsai, Kao-Tai, |
| 245 10 - TITLE STATEMENT | |
| Title | Machine learning for knowledge discovery with R : |
| Sub Title | methodologies for modeling, inference and prediction / |
| Statement of responsibility, etc | Kao-Tai Tsai. |
| 250 ## - EDITION STATEMENT | |
| Edition statement | First edition. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication | Boca raton |
| Name of publisher | CRC Press |
| Year of publication | 2022 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | xv, 244 pages |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc | Includes bibliographical references and index. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | "Machine Learning for Knowledge Discovery with R contains methodologies and examples for statistical modelling, inference, and prediction of data analysis. It includes many recent supervised and unsupervised machine learning methodologies such as recursive partitioning modelling, regularized regression, support vector machine, neural network, clustering, and causal-effect inference. Additionally, it emphasizes statistical thinking of data analysis, use of statistical graphs for data structure exploration, and result presentations. The book includes many real-world data examples from life-science, finance, etc. to illustrate the applications of the methods described therein"-- |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Data mining |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Machine learning. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | R (Computer program language) |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Book |
| Withdrawn status | Lost status | Damaged status | Not for loan | Home Library | Current Location | Shelving location | Date acquired | Full call number | Accession Number | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Dept. of Computer Science | Dept. of Computer Science | Reference | 24/02/2022 | 006.32 TSA | DCS4924 | 24/02/2022 | Book |