Automatic Feature Selection for Biological Shape Classification in ?YNERGOS

A novel Variable Global Feature Selection Scheme (VGFSS) is proposed.VGFSS selects variable number of features from each class instead of equal features.The selection of features in VGFSS is based on distribution of terms in the classes.The methods are ...

Due to the high dimensionality of microarray data, feature selection is an indispensable task in classification to identify a smaller subset of relevant genes. However, feature selection techniques that consider solely on gene expression values might ...

For classification of health data, we propose in this paper a fast and accurate feature selection method, FIEBIT (Feature Inclusion and Exclusion Based on Information Theory). FIEBIT selects the most relevant and non-redundant features using Conditional ...