A Relief-PGS algorithm for feature selection and data classification.
Youming WangJiali HanTianqi ZhangPublished in: Intell. Data Anal. (2023)
Keyphrases
- feature selection
- irrelevant features
- input data
- classification algorithm
- noisy data
- preprocessing
- data sets
- feature selection algorithms
- classification method
- k means
- data reduction
- feature space
- data analysis
- optimal solution
- clustering analysis
- training samples
- incomplete data
- feature subset
- feature weighting
- large scale data sets
- support vector machine svm
- conditional mutual information
- data sources
- learning algorithm
- data structure
- data points
- expectation maximization
- support vector machine
- text classification
- classification models
- selection algorithm
- classification accuracy
- feature vectors
- synthetic datasets
- training data
- classification trees
- accurate classification
- support vector classification
- clustering method
- machine learning
- model selection
- decision trees
- extracted features