Construction and Assessment of Classification Rules

作者：Mark R. Wade, David J. Hand · 发表于：Technometrics · 年份：1999 · DOI：10.2307/1270579 · 被引用次数：622 · 研究领域：Advanced Statistical Methods and Models

Basic Ideas Introduction Constructing Rules Fisher's LDA and Other Methods Based on Covariance Matrices Nonlinear Methods Recursive Partitioning Methods Nonparametric Smoothing Methods Evaluating Rules Aspects of Evaluation Misclassification Rate Evaluating Two Class Rules Practical Issues Some Special Problems Some Illustrative Applications Links and Comparisons Between Methods.