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Predictive Data Mining Models Computational Risk Management (USED)
£93.32
Condition:
Good
A book that has been read, but is in good condition. Minimal damage to the book cover eg. scuff marks, but no holes or tears. If this is a hard cover, the dust jacket may be missing. Binding has minimal wear. The majority of pages are undamaged with some creasing or tearing, and pencil underlining of text, but this is minimal. No highlighting of text, no writing in the margins, and no missing pages. See the seller’s listing for full details and description of any imperfections.
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eBay item number:375971303939
Item specifics
- Condition
- Brand
- Olson
- Edition
- 2nd ed. 2020
- Publication Date
- 21-08-2019
- Country of Origin
- USA, United States
- Net Quantity/Number of Units
- 1
- Dimensions LxWxH - Cms
- 6.14X0.52X9.21
- ISBN-10
- 9811396639
- ISBN-13
- 9799811396631
- SKU
- SONG9811396639
- Book Title
- Predictive Data Mining Models Computational Risk Management
- No of Pages
- 140
- Release Title
- Predictive Data Mining Models Computational Risk Management
- ISBN
- 9789811396632
- Publication Name
- Predictive Data Mining Models
- Publisher
- Springer Verlag, Singapore
- Subject
- Computer Science, Management, Business
- Publication Year
- 2019
- Series
- Computational Risk Management
- Type
- Textbook
- Format
- Hardcover
- Language
- English
- Item Height
- 235 mm
- Item Weight
- 383 g
- Item Width
- 155 mm
- Number of Pages
- 125 Pages
About this product
Product Information
This book provides an overview of predictive methods demonstrated by open source software modeling with Rattle (R') and WEKA. Knowledge management involves application of human knowledge (epistemology) with the technological advances of our current society (computer systems) and big data, both in terms of collecting data and in analyzing it. We see three types of analytic tools. Descriptive analytics focus on reports of what has happened. Predictive analytics extend statistical and/or artificial intelligence to provide forecasting capability. It also includes classification modeling. Prescriptive analytics applies quantitative models to optimize systems, or at least to identify improved systems. Data mining includes descriptive and predictive modeling. Operations research includes all three. This book focuses on prescriptive analytics. The book seeks to provide simple explanations and demonstration of some descriptive tools. This second edition provides more examples of big data impact, updates the content on visualization, clarifies some points, and expands coverage of association rules and cluster analysis. Chapter 1 gives an overview in the context of knowledge management. Chapter 2 discusses some basic data types. Chapter 3 covers fundamentals time series modeling tools, and Chapter 4 provides demonstration of multiple regression modeling. Chapter 5 demonstrates regression tree modeling. Chapter 6 presents autoregressive/integrated/moving average models, as well as GARCH models. Chapter 7 covers the set of data mining tools used in classification, to include special variants support vector machines, random forests, and boosting. Models are demonstrated using business related data. The style of the book is intended to be descriptive, seeking to explain how methods work, with some citations, but without deep scholarly reference. The data sets and software are all selected for widespread availability and access by any reader with computer links.
Product Identifiers
Publisher
Springer Verlag, Singapore
ISBN-13
9789811396632
eBay Product ID (ePID)
12046570700
Product Key Features
Number of Pages
125 Pages
Publication Name
Predictive Data Mining Models
Language
English
Subject
Computer Science, Management, Business
Publication Year
2019
Type
Textbook
Series
Computational Risk Management
Format
Hardcover
Dimensions
Item Height
235 mm
Item Weight
383 g
Item Width
155 mm
Additional Product Features
Country/Region of Manufacture
Singapore
Item description from the seller
Seller business information
VAT number: GB 252332141
Seller Feedback (2,357)
- s***s (2950)- Feedback left by buyer.Past monthVerified purchaseCondition excellent, as described, well packaged, dispatched promptly.Excellent communication from seller. Arrived ahead of anticipated delivery dates. ARRIVED 1st May, expectected between 24th May and 3rd June. Thank you. No import tax payable. A very pleasing experience. Would recommend this seller. A book l have been seeking to replace for 7 years after it got misplaced when moving house after bereavement.
- a***x (258)- Feedback left by buyer.Past 6 monthsVerified purchaseAs usual, this seller is completely trustworthy: the book was as described, terrific value, arrived very swiftly from America, well packaged and safe. It was an old library book, but in great condition and appearance, and there can be no criticism, simply thanks and praise for a job well done.
- a***i (1401)- Feedback left by buyer.Past 6 monthsVerified purchaseAn excellent book lot of valuable information regarding all aspects of sewing. A very rare find as bought from the USA. Which was dispatched and and delivered quickly. Excellent communication throughout the transaction. This book was in very good condition as described and well packaged. Happy to highly recommend this seller with reasonable postage from USA. Many thanks.Step-By-Step Guide to Your Bernina (USED) (#145868882760)
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Seller Feedback (2,357)
- s***s (2950)- Feedback left by buyer.Past monthVerified purchaseCondition excellent, as described, well packaged, dispatched promptly.Excellent communication from seller. Arrived ahead of anticipated delivery dates. ARRIVED 1st May, expectected between 24th May and 3rd June. Thank you. No import tax payable. A very pleasing experience. Would recommend this seller. A book l have been seeking to replace for 7 years after it got misplaced when moving house after bereavement.
- a***x (258)- Feedback left by buyer.Past 6 monthsVerified purchaseAs usual, this seller is completely trustworthy: the book was as described, terrific value, arrived very swiftly from America, well packaged and safe. It was an old library book, but in great condition and appearance, and there can be no criticism, simply thanks and praise for a job well done.
- a***i (1401)- Feedback left by buyer.Past 6 monthsVerified purchaseAn excellent book lot of valuable information regarding all aspects of sewing. A very rare find as bought from the USA. Which was dispatched and and delivered quickly. Excellent communication throughout the transaction. This book was in very good condition as described and well packaged. Happy to highly recommend this seller with reasonable postage from USA. Many thanks.Step-By-Step Guide to Your Bernina (USED) (#145868882760)