Book Name: Assessing and Improving Prediction and Classification
Author: Timothy Masters
File size: 5.3 MB
File format: PDF
Assessing and Improving Prediction and Classification Pdf Book Description:
Evaluate the level of your classification and prediction models in a way that accurately reflect their real life operation, then improve this performance utilizing advanced algorithms like committee-based decision making, resampling that the dataset, and fostering. This publication presents many significant methods for building strong, robust versions and measuring their expected behaviour when set to work on your program.
This demonstration of an often perplexing subject prevents advanced math, focusing rather on concepts readily understood by people who have modest background in math. All calculations incorporate an intuitive explanation for performance, essential equations, references to stricter concept, and commented C++ origin code. A number of these methods are recent improvements, but still not in widespread usage. Others are regular calculations given a brand new appearance. In each instance, the emphasis will be on practical applicability, together with all code composed in such a manner it may readily be included in any application.
DMCA Disclaimer: This site complies with DMCA Digital Copyright Laws. Please bear in mind that we do not own copyrights to these books. We’re sharing this material with our audience ONLY for educational purpose. We highly encourage our visitors to purchase original books from the respected publishers. If someone with copyrights wants us to remove this content, please contact us immediately.All books on the freebooksmedical.com are free and NOT HOSTED ON OUR WEBSITE. If you feel that we have violated your copyrights, then please contact us immediately (click here).