ImageNet classification with Raspberry Pis: federated learning algorithms of local classifiers.
Thanh-Nghi DoMinh-Thu Tran-NguyenPublished in: Int. J. Web Inf. Syst. (2024)
Keyphrases
- machine learning algorithms
- classification algorithm
- learning algorithm
- classification method
- classification models
- classification systems
- decision trees
- training samples
- classification accuracy
- training set
- accurate classifiers
- classification rate
- class labels
- machine learning
- classification process
- supervised learning
- support vector
- training data
- machine learning methods
- rule based classifier
- supervised learning algorithms
- probabilistic classifiers
- feature set
- support vector machine svm
- classifier combination
- image classification
- feature extraction
- training examples
- accurate classification
- individual classifiers
- supervised classification
- multi category
- linear svm
- active learning
- linear classifiers
- feature vectors
- generalization ability
- classification decisions
- learning problems
- svm classifier
- multiple classifiers
- kernel classifiers
- feature selection
- naive bayes
- multiclass classification
- classifier ensemble
- learning tasks
- k nearest neighbour
- majority voting
- binary classifiers
- model selection
- cost sensitive
- roc curve
- extracted features
- feature space
- multi class
- multiple classifier systems
- co training
- support vector machine
- ensemble classifier
- kernel machines