Marketplace.
Introduction To Classifier Performance
£50.09
£50.09/each
Sold and sent by Speedyhen
Delivered by post or courier
FREE standard delivery on this product
Find out more about Marketplace
Introduction To Classifier Performance
£50.09
£50.09/each
Description
Classification problems are common in business, medicine, science, engineering and other sectors of the economy. Data scientists and machine learning professionals solve these problems through the use of classifiers. Choosing one of these data driven classification algorithms for a given problem is a challenging task. An important aspect involved in this task is classifier performance analysis (CPA). Introduction to Classifier Performance Analysis with R provides an introductory account of commonly used CPA techniques for binary and multiclass problems, and use of the R software system to accomplish the analysis. Coverage draws on the extensive literature available on the subject, including descriptive and inferential approaches to CPA. Exercises are included at the end of each chapter to reinforce learning.Key Features:An introduction to binary and multiclass classification problems is provided, including some classifiers based on statistical, machine and ensemble learning.Commonly used techniques for binary and multiclass CPA are covered, some from less well-known but useful points of view. Coverage also includes important topics that have not received much attention in textbook accounts of CPA.Limitations of some commonly used performance measures are highlighted.Coverage includes performance parameters and inferential techniques for them.Also covered are techniques for comparative analysis of competing classifiers.A key contribution involves the use of key R meta-packages like tidyverse and tidymodels for CPA, particularly the very useful yardstick package. This is a useful resource for upper level undergraduate and masters level students in data science, machine learning and related disciplines. Practitioners interested in learning how to use R to evaluate classifier performance can also potentially benefit from the book. The material and references in the book can also serve the needs of researchers in CPA.
Sold by Speedyhen (Speedy Hen LTD)
| Author | Saw Sutaip L.c. |
|---|---|
| Format | Paperback |
| ISBN-13 | 9781032850108 |
| Item Height | 1.5 |
| Item Length | 15.5 |
| Item Width | 23.4 |
| Publisher | Taylor & Francis |
Delivery
Here are your delivery options from this Marketplace partner:
Standard delivery - arrives in 3-4 working days
- FREE on this product sent by this partner
Standard returns
Not happy with a Marketplace item? You can request a return and refund online up to 30 days after the delivery date. You'll need to return the item to the Marketplace partner.Our returns policy
About Marketplace
We're giving you more choice than ever before. Shop more products from more brands across homewares, beauty, electricals and much more.
And all delivered from our partners right to your door.
No reviews yet
Help other customers like you
Reviews are submitted by our customers directly through our website. We also share reviews from other retailers' websites to help you make an informed decision.
Write a review