Masters, Timothy
Assessing and Improving Prediction and Classification
Table of contents
1. Assessment of Numeric Predictions
Timothy Masters
2. Assessment of Class Predictions
Timothy Masters
3. Resampling for Assessing Parameter Estimates
Timothy Masters
4. Resampling for Assessing Prediction and Classification
Timothy Masters
5. Miscellaneous Resampling Techniques
Timothy Masters
6. Combining Numeric Predictions
Timothy Masters
7. Combining Classification Models
Timothy Masters
8. Gating Methods
Timothy Masters
9. Information and Entropy
Timothy Masters
Keywords: Computer Science, Big Data, Artificial Intelligence (incl. Robotics), Probability and Statistics in Computer Science, Statistics, general
- Author(s)
- Masters, Timothy
- Publisher
- Springer
- Publication year
- 2018
- Language
- en
- Edition
- 1
- Page amount
- 20 pages
- Category
- Information Technology, Telecommunications
- Format
- Ebook
- eISBN (PDF)
- 9781484233368
- Printed ISBN
- 978-1-4842-3335-1
