Improving Stability of Feature Selection Methods
暂无分享,去创建一个
[1] Larry A. Rendell,et al. The Feature Selection Problem: Traditional Methods and a New Algorithm , 1992, AAAI.
[2] Ron Kohavi,et al. A Study of Cross-Validation and Bootstrap for Accuracy Estimation and Model Selection , 1995, IJCAI.
[3] Josef Kittler,et al. Floating search methods in feature selection , 1994, Pattern Recognit. Lett..
[4] Ludmila I. Kuncheva,et al. A stability index for feature selection , 2007, Artificial Intelligence and Applications.
[5] P. Cunningham,et al. Solutions to Instability Problems with Sequential Wrapper-based Approaches to Feature Selection , 2002 .
[6] Sang Joon Kim,et al. A Mathematical Theory of Communication , 2006 .
[7] Anil K. Jain,et al. Feature Selection: Evaluation, Application, and Small Sample Performance , 1997, IEEE Trans. Pattern Anal. Mach. Intell..
[8] Ron Kohavi,et al. Wrappers for Feature Subset Selection , 1997, Artif. Intell..
[9] C. E. SHANNON,et al. A mathematical theory of communication , 1948, MOCO.
[10] B. Efron. Estimating the Error Rate of a Prediction Rule: Improvement on Cross-Validation , 1983 .
[11] Melanie Hilario,et al. Stability of feature selection algorithms , 2005, Fifth IEEE International Conference on Data Mining (ICDM'05).
[12] Josef Kittler,et al. Pattern recognition : a statistical approach , 1982 .
[13] Richard W. Hamming,et al. Error detecting and error correcting codes , 1950 .