01881nam a22003377a 4500 OSt 20260410160724.0 251216t2026 us ad fr 001 0 eng d 9780443158889 clrauoh eng clrauoh rda 006.312 Witten, I. H. author (Ian H.) Data mining : Practical machine learning tools and techniques. Fifth edition. United States : Elsevier ; Morgan Kaufmann, 2026 xl 760 pages : illustrations. texto txt rdacontent no mediado n rdamedia volumen nc rdacarrier Includes bibliographical references and index. Part I. Introduction to data mining -- What's it all about? -- Input: concepts, instances, attributes -- Output: knowledge representation -- Algorithms: the basic methods -- Credibility: evaluating what's been learned -- Preparation: data preprocessing and exploratory data analysis -- Ethics: what are the impacts of what's been learned? -- Part II. More advanced machine learning schemes -- Ensemble learning -- Extending instance-based and linear models -- Depp learning: fundamentals -- Advanced deep learning methods -- Beyond supervised and unsupervised learning -- Probabilistic methods: fundamentals -- Advanced probabilistic methods -- Moving on: applications and their consequences. Data mining localuoh Minería de datos Frank, Eibe author Hall, Mark A. author (Mark Andrew) Pal, Christopher J. author Foulds, James R. author https://itmsp.museknowledge.com/UOH?qurl=https://libros-uoh.uoh.cl/ebook_2/Data-miningpractical-machine-learning-tools-and-techniques VER LIBRO DIGITAL ddc BOOK 0 251216 6831 6831 2026-03-12 00:00:00 35672010416 0 006.312 W829d 2026 35672010416 1 2025-12-16 BOOK 0 ddc 0 0 COL_GRAL 0 BCENTRAL BCENTRAL 2025-11-19 104000.00 2026-03-12 00:00:00 35672010417 0 006.312 W829d 2026 35672010417 2 2025-12-16 BOOK 0 ddc 0 0 COL_GRAL 0 BCENTRAL BCENTRAL 2025-11-19 104000.00 2026-06-22 11:19:14 35672010418 0 006.312 W829d 2026 35672010418 3 2025-12-16 BOOK 0 ddc 0 0 COL_GRAL 0 BCENTRAL BCENTRAL 2025-11-19 104000.00 2026-06-22 12:28:01 35672010419 1 006.312 W829d 2026 35672010419 2026-06-01 4 2025-12-16 BOOK 0 ddc 0 0 COL_GRAL 0 BCENTRAL BCENTRAL 2025-11-19 104000.00 2026-05-20 16:01:22 35672010420 0 006.312 W829d 2026 35672010420 5 2025-12-16 BOOK 0 ddc 0 0 COL_GRAL 0 BCENTRAL BCENTRAL 2025-11-19 104000.00