In-Forest: Distributed In-Network Classification with Ensemble Models.
Jiaye LinQing LiGuorui XieYong JiangZhenhui YuanChanglin JiangYuan YangPublished in: ICNP (2023)
Keyphrases
- distributed network
- classification models
- peer to peer
- computer networks
- model selection
- pattern recognition
- communication overhead
- classification accuracy
- machine learning
- support vector machine
- probabilistic model
- feature vectors
- ensemble classifier
- benchmark datasets
- majority voting
- multiple models
- distributed environment
- classification method
- learning algorithm
- classification algorithm
- machine learning algorithms
- text classification
- image classification
- distributed systems
- training set
- feature space
- multi agent
- feature extraction
- class labels
- support vector machine svm
- generalization ability
- communication cost
- radial basis function network
- support vector
- multiple classifiers
- decision trees