An Introduction to Machine Learning (Record no. 205486)
[ view plain ]
| 000 -LEADER | |
|---|---|
| fixed length control field | 03713nam a22004935i 4500 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9783319639130 |
| -- | 978-3-319-63913-0 |
| 040 ## - CATALOGING SOURCE | |
| Transcribing agency | CUS |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Kubat, Miroslav. |
| 245 13 - TITLE STATEMENT | |
| Title | An Introduction to Machine Learning |
| Statement of responsibility, etc. | by Miroslav Kubat. |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 2nd ed. 2017. |
| 300 ## - DESCRIPTION | |
| Extent | XIII, 348 p. 85 illus., 3 illus. in color. |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 1 A Simple Machine-Learning Task -- 2 Probabilities: Bayesian Classifiers -- Similarities: Nearest-Neighbor Classifiers -- 4 Inter-Class Boundaries: Linear and Polynomial Classifiers -- 5 Artificial Neural Networks -- 6 Decision Trees -- 7 Computational Learning Theory -- 8 A Few Instructive Applications -- 9 Induction of Voting Assemblies -- 10 Some Practical Aspects to Know About -- 11 Performance Evaluation -- 12 Statistical Significance -- 13 Induction in Multi-Label Domains -- 14 Unsupervised Learning -- 15 Classifiers in the Form of Rulesets -- 16 The Genetic Algorithm -- 17 Reinforcement Learning. |
| 650 #0 - SUBJECT | |
| Keyword | Data mining. |
| 650 #0 - SUBJECT | |
| Keyword | Artificial intelligence. |
| 650 #0 - SUBJECT | |
| Keyword | Big data. |
| 650 #0 - SUBJECT | |
| Keyword | Computational intelligence. |
| 650 14 - SUBJECT | |
| Keyword | Data Mining and Knowledge Discovery. |
| 650 24 - SUBJECT | |
| Keyword | Artificial Intelligence. |
| 650 24 - SUBJECT | |
| Keyword | Big Data/Analytics. |
| 650 24 - SUBJECT | |
| Keyword | Computational Intelligence. |
| 856 40 - ONLINE RESOURCES | |
| url | https://doi.org/10.1007/978-3-319-63913-0 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | e-Books |
| 912 ## - | |
| -- | ZDB-2-SCS |
| 912 ## - | |
| -- | ZDB-2-SXCS |
| Home library | Current library | Full call number | Accession number | Koha item type |
|---|---|---|---|---|
| Central Library, Sikkim University | Central Library, Sikkim University | 006.312 | E-2992 | e-Books |