MARC details
| 000 -LEADER |
|---|
| fixed length control field |
02231nam a2200337Ia 4500 |
| 000 - LEADER |
|---|
| fixed length control field |
03224nam a22003615i 4500 |
| 001 - CONTROL NUMBER |
|---|
| control field |
978-981-99-3723-3 |
| 003 - CONTROL NUMBER IDENTIFIER |
|---|
| control field |
DE-He213 |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20240319121117.0 |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
|---|
| fixed length control field |
cr nn 008mamaa |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
231011s2023 si | s |||| 0|eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9789819937233 |
| -- |
978-981-99-3723-3 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
6.31 |
| 100 ## - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
He, Wang. |
| 9 (RLIN) |
38329 |
| 245 ## - TITLE STATEMENT |
|---|
| Title |
Machine Learning Contests: A Guidebook |
| Statement of responsibility, etc. |
by Wang He, Peng Liu, Qian Qian. |
| Medium |
[electronic resource] / |
| 250 ## - EDITION STATEMENT |
|---|
| Edition statement |
1st ed. 2023. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. |
|---|
| Place of publication, distribution, etc. |
Singapore |
| Name of publisher, distributor, etc. |
Springer Nature Singapore |
| Date of publication, distribution, etc. |
2023 |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
XIX, 393 p. 1 illus. |
| Other physical details |
online resource. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
This book systematically introduces the competitions in the field of algorithm and machine learning. The first author of the book has won 5 championships and 5 runner-ups in domestic and international algorithm competitions. Firstly, it takes common competition scenarios as a guide by giving the main processes of using machine learning to solve real-world problems, namely problem modelling, data exploration, feature engineering, model training. And then lists the main points of difficulties, general ideas with solutions in the whole process. Moreover, this book comprehensively covers several common problems in the field of machine learning competitions such as recommendation, temporal prediction, advertising, text computing, etc. The authors, also knew as "competition professionals", will explain the actual cases in detail and teach you various processes, routines, techniques and strategies, which is a rare treasure book for all competition enthusiasts. It is very suitable for readers who are interested in algorithm competitions and deep learning algorithms in practice, or computer-related majors. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Algorithms. |
| 9 (RLIN) |
38330 |
|
|---|
| Topical term or geographic name entry element |
Algorithms. |
| 9 (RLIN) |
38330 |
|
|---|
| Topical term or geographic name entry element |
Human-computer interaction. |
| 9 (RLIN) |
38331 |
|
|---|
| Topical term or geographic name entry element |
Machine learning. |
| 9 (RLIN) |
38332 |
|
|---|
| Topical term or geographic name entry element |
Machine Learning. |
| 9 (RLIN) |
38333 |
|
|---|
| Topical term or geographic name entry element |
User interfaces (Computer systems). |
| 9 (RLIN) |
38334 |
|
|---|
| Topical term or geographic name entry element |
User Interfaces and Human Computer Interaction. |
| 9 (RLIN) |
38335 |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Liu, Peng. |
| 9 (RLIN) |
38336 |
|
|---|
| Personal name |
Qian, Qian. |
| 9 (RLIN) |
38337 |
| 856 ## - ELECTRONIC LOCATION AND ACCESS |
|---|
| Uniform Resource Identifier |
<a href="https://doi.org/10.1007/978-981-99-3723-3">https://doi.org/10.1007/978-981-99-3723-3</a> |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Koha item type |
e-Book |
| Source of classification or shelving scheme |
Dewey Decimal Classification |
