Author/Editor		Kocbek, Simon; Štiglic, Gregor; Pernek, Igor; Kokol, Peter
Title		Stability of different feature selection methods for selecting protein sequence descriptors in protein solubility classification problem
Type		članek
Source		In: Dillon T, editor. Proceedings of the 23rd IEEE International Symposium on Computer-Based Medical Systems CBMS 2010, October 12-15, 2010 Perth, Australia. Piscataway: IEEE,
Publication year		2010
Volume		str. 50-5
Language		eng
Abstract		Predicting protein solubility has gained lots of intention in the recent year sand several descriptors have been defined to describe proteins in these works. Therefore, different feature selection methods have been used for selecting the most important attributes. An empirical study, that aims to explain the relationship between the number of samples and stability of seven different feature selection techniques for protein datasets, is presented.