Introduction to Classifier Performance Analysis with R
暫譯: 使用 R 進行分類器性能分析入門

本書提供了對於二元和多類別問題中常用的 CPA 技術的入門介紹，以及使用 R 軟體系統來完成分析的方式。

Sutaip L. C. Saw holds a PhD from the The Wharton School, University of Pennsylvania. Prior to earning his PhD, he served as a statistician in the public sector. His subsequent career was spent as an academic with research interests and publications in engineering statistics and statistical computing, and he has significant teaching experience in statistical/mathematical subjects at undergraduate and postgraduate levels. Since leaving academia, he has been focused on applications of R to data mining and machine learning problems. Although his interest in classification problems and performance analysis of classifiers started while he was still an academic, it has intensified in recent years and this book is the result of time spent on the topic at hand.

Sutaip L. C. Saw 擁有賓夕法尼亞大學沃頓商學院的博士學位。在獲得博士學位之前，他曾在公共部門擔任統計師。他隨後的職業生涯是在學術界度過，研究興趣和出版物集中於工程統計和統計計算，並且在本科和研究生層級的統計/數學科目上擁有豐富的教學經驗。自從離開學術界以來，他專注於 R 在資料挖掘和機器學習問題上的應用。儘管他對分類問題和分類器性能分析的興趣始於學術生涯，但近年來這種興趣加深，而這本書正是他在該主題上花費時間的結果。