Comparison of the Novel Classification Methods on the Reuters-21578 Corpus.
Anna ZdrojewskaJakub DutkiewiczCzeslaw JedrzejekMaciej OlejnikPublished in: MISSI (2018)
Keyphrases
- machine learning methods
- benchmark datasets
- significant improvement
- feature extraction
- pattern recognition
- classification systems
- classification method
- machine learning algorithms
- preprocessing
- unsupervised learning
- accurate classification
- benchmark data sets
- text classification
- density estimation
- pattern classification
- decision trees
- empirical studies
- neural networks and support vector machines
- classification algorithm
- reuters corpus
- training samples
- data mining
- image classification
- natural language processing
- supervised learning
- knn
- knowledge discovery
- active learning
- feature space
- machine learning