A comparative study of optimization algorithms for feature selection on ML-based classification of agricultural data.
Zeynep GaripEkin EkinciMurat Erhan ÇimenPublished in: Clust. Comput. (2024)
Keyphrases
- feature selection
- data reduction
- data structure
- data sets
- classification accuracy
- data mining algorithms
- machine learning algorithms
- data analysis
- data sources
- feature subset
- data mining techniques
- incomplete data
- classification algorithm
- missing data
- noisy data
- feature extraction
- feature vectors
- support vector
- feature selection algorithms
- machine learning
- combinatorial optimization
- irrelevant features
- benchmark datasets
- training samples
- maximum likelihood
- data points
- learning algorithm
- optimization problems
- feature set
- informative features