Benchmarking the Effectiveness of Classification Algorithms and SVM Kernels for Dry Beans.
Anant MehtaPrajit SenguptaDivisha GargHarpreet SinghYosi Shacham-DiamandPublished in: CoRR (2023)
Keyphrases
- support vector
- classification algorithm
- support vector machine svm
- svm classification
- support vector machine
- machine learning algorithms
- feature space
- benchmark datasets
- classification method
- string kernels
- svm classifier
- linear svm
- machine learning
- generalization ability
- kernel methods
- kernel function
- pattern recognition
- support vector machine classifiers
- kernel svms
- improves the classification accuracy
- supervised machine learning algorithms
- kernel machines
- classification accuracy
- feature vectors
- ensemble classifier
- supervised learning
- feature extraction
- decision trees
- feature selection
- learning algorithm