Adjusted Measures for Feature Selection Stability for Data Sets with Similar Features.
Andrea BommertJörg RahnenführerPublished in: LOD (1) (2020)
Keyphrases
- feature selection algorithms
- feature selection
- data sets
- feature set
- feature space
- selected features
- feature extraction
- irrelevant features
- highly similar
- discriminatory power
- informative features
- individual features
- classification accuracy
- co occurrence
- feature subset
- neural network
- input features
- unsupervised feature selection
- sparse pca
- feature vectors
- microarray data
- information gain
- extracted features
- classification performances
- selecting features
- discriminative features
- training set
- redundant features
- feature generation
- image features
- training data
- gene expression data sets
- class separability
- low level
- dimensionality reduction
- text categorization
- feature construction
- svm classifier
- bayesian classifier
- feature values
- microarray
- classification method
- evaluation measures