Automated Single-Label Patent Classification using Ensemble Classifiers.
Eleni KamateriVasileios StamatisKonstantinos I. DiamantarasMichail SalampasisPublished in: ICMLC (2022)
Keyphrases
- ensemble classifier
- ensemble classification
- classification models
- class labels
- majority voting
- ensemble learning
- decision trees
- classification accuracy
- support vector machine
- support vector machine svm
- benchmark datasets
- classification algorithm
- feature selection
- feature extraction
- text classification
- machine learning
- class specific
- machine learning methods
- base classifiers
- learning algorithm
- dictionary learning
- preprocessing
- concept drift
- generalization ability
- random forest
- training set
- ensemble methods
- feature vectors
- supervised learning
- machine learning algorithms
- image classification