An incremental ensemble learning system for Vietnamese e-commerce product classification.
Nguyen Tran Ngoc LinhVu Hong QuanLe Hoang NganTran Duy PhuHoang-Quynh LePublished in: KSE (2021)
Keyphrases
- ensemble learning
- generalization ability
- ensemble classifier
- multiple classifiers
- weak learners
- ensemble methods
- pattern recognition
- classification accuracy
- individual classifiers
- learning algorithm
- feature vectors
- machine learning methods
- supervised learning
- benchmark datasets
- support vector machine svm
- machine learning
- image classification
- feature selection
- support vector machine
- decision trees
- text classification
- neural network
- random forest
- mutual subspace method
- unlabeled data
- genetic algorithm
- base learners
- feature extraction
- concept drift
- training set
- base classifiers
- classification models
- nearest neighbor
- classification algorithm
- machine learning algorithms
- training samples