Cervical cell classification based on strong feature CNN-LSVM network using Adaboost optimization.
Nengkai WuDongyao JiaChuanwang ZhangZiqi LiPublished in: J. Intell. Fuzzy Syst. (2023)
Keyphrases
- svm classification
- feature vectors
- support vector
- feature set
- decision trees
- pattern recognition
- classification accuracy
- feature selection
- feature space
- support vector machine
- support vector machine svm
- classification method
- text classification
- multi class
- convolutional neural network
- feature representation
- weak classifiers
- machine learning methods
- face detection
- network structure
- optimization algorithm
- image classification
- optimization problems
- learning algorithm
- object detection
- cellular neural networks
- training set
- multi class classification
- feature extraction
- classification models
- multiclass classification
- training data
- image features
- majority voting
- cross validation
- discriminative features
- binary classifiers
- kernel machines
- cancer detection
- confocal images
- generalization ability
- base classifiers
- complex networks
- microarray
- machine learning algorithms
- kernel function
- model selection
- supervised learning
- wireless sensor networks
- face recognition