Search space division method for wrapper feature selection on high-dimensional data classification.
Abhilasha ChaudhuriPublished in: Knowl. Based Syst. (2024)
Keyphrases
- high dimensional data
- dimension reduction
- classification accuracy
- input data
- support vector machine
- search space
- clustering method
- classification algorithm
- data sets
- support vector machine svm
- high dimensionality
- high dimensional
- regression problems
- pairwise
- pattern recognition
- high dimensional datasets
- model selection
- decision trees
- feature set
- cross validation
- neural network
- detection algorithm
- machine learning
- training samples
- clustering high dimensional data
- low dimensional
- feature extraction
- similarity measure
- feature vectors
- support vector
- database
- subspace clustering
- wrapper feature selection
- lower dimensional
- sample size
- text classification
- dimensionality reduction
- nearest neighbor
- training set
- feature space
- data analysis
- training data
- image processing
- computer vision