Comparative Analysis of Support Vector Machine and Convolutional Neural Network for Malaria Parasite Classification and Feature Extraction.
Rika RosnellyBob Subhan RizaS. SuparniPublished in: J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl. (2023)
Keyphrases
- comparative analysis
- support vector machine
- feature extraction
- convolutional neural network
- feature vectors
- support vector machine svm
- feature space
- feature selection
- classification method
- svm classifier
- pattern classification
- image classification
- support vector
- feature set
- svm classification
- preprocessing
- pattern recognition
- feature extraction and classification
- dimension reduction
- classification algorithm
- semi quantitative
- face detection
- image feature extraction
- machine learning
- small sample
- classification accuracy
- multi class
- neural network
- decision trees
- high classification accuracy
- supervised learning
- digital images
- kernel principal component analysis
- linear discriminant analysis
- generalization ability
- text classification
- gabor filters
- training data
- fusion scheme
- training set
- discriminant analysis
- principal component analysis
- wavelet transform
- palmprint
- semi supervised
- decision boundary
- radial basis function
- texture features
- object detection
- kernel function
- dimensionality reduction
- image processing
- k nearest neighbor