Analysis and Benchmarking of feature reduction for classification under computational constraints.
Omer SubasiSayan GhoshJoseph B. ManzanoBruce PalmerAndrés MárquezPublished in: Mach. Learn. Sci. Technol. (2024)
Keyphrases
- feature reduction
- preprocessing
- machine learning
- decision rules
- decision trees
- classification accuracy
- support vector machine
- co occurrence
- classification algorithm
- pattern recognition
- expert systems
- training set
- feature vectors
- rough sets
- text classification
- k nearest neighbor
- svm classifier
- random forest
- texture segmentation
- data sets