ROC Curves for Continuous Data by David Hand, David R. Hawkins - Free PDF Download & Read Online
About ROC Curves for Continuous Data
Receiver Operating Characteristic (ROC) curves are essential statistical tools for evaluating diagnostic tests and predictive models across medicine, machine learning, and data science. In ROC Curves for Continuous Data, distinguished statistician David Hand delivers a rigorous, authoritative examination of assessing classification performance when underlying measurements are continuous rather than discrete. This foundational volume bridges mathematical theory and practical implementation, detailing estimation techniques, smooth modeling, and optimal threshold selection. Essential for researchers and data analysts, it provides profound clarity on evaluating classifier accuracy and decision systems.
- Book Title: ROC Curves for Continuous Data
- Author: David Hand, David R. Hawkins
- Category: Computer & Internet
- Available Formats: PDF
- PDF Size: 1.9 MB
- File Size: 1.9 MB
- Language: English
