Classification of white blood cells based on modified U-Net and SVM.
Kishore BalasubramanianGayathri Devi KrishnamoorthyRamya KishorePublished in: Concurr. Comput. Pract. Exp. (2023)
Keyphrases
- support vector machine svm
- support vector
- support vector machine
- classification algorithm
- svm classifier
- svm classification
- feature vectors
- classification method
- generalization ability
- training set
- improves the classification accuracy
- feature space
- feature extraction
- machine learning
- automatic recognition
- white blood cells
- high classification accuracy
- feature selection
- classification accuracy
- decision trees
- multiclass support vector machines
- indoor outdoor
- pattern recognition
- text classification
- rule based classifier
- kernel function
- decision boundary
- machine learning algorithms
- multi class svm
- cost sensitive
- fuzzy support vector machine
- data sets
- support vector machine classifiers
- knn
- model selection
- classification scheme
- classification performances
- unbalanced data
- training data
- cross validation
- k nearest neighbor