A Group Feature Ranking and Selection Method Based on Dimension Reduction Technique in High-Dimensional Data.
Iqbal Muhammad ZubairByunghoon KimPublished in: IEEE Access (2022)
Keyphrases
- dimension reduction
- high dimensional data
- high dimensional
- high dimensionality
- low dimensional
- dimensionality reduction
- feature selection
- feature ranking
- unsupervised learning
- high dimensional data analysis
- principal component analysis
- manifold learning
- feature extraction
- input data
- data points
- data analysis
- nearest neighbor
- linear discriminant analysis
- machine learning
- text classification
- support vector machine svm
- preprocessing
- subspace clustering
- image classification