A Topological Machine Learning Pipeline for Classification.
Francesco ContiDavide MoroniMaria Antonietta PascaliPublished in: CoRR (2023)
Keyphrases
- machine learning
- pattern recognition
- machine learning methods
- support vector machine
- decision trees
- text classification
- feature selection
- supervised machine learning
- supervised learning
- support vector
- supervised classification
- machine learning algorithms
- support vector machine svm
- unsupervised learning
- classification algorithm
- classification systems
- automatic classification
- knowledge acquisition
- model selection
- classification process
- classification accuracy
- pattern classification
- classification method
- image classification
- feature construction
- feature space
- learning systems
- active learning
- data sets
- text mining
- reinforcement learning
- roc analysis
- topological properties
- topological features
- preprocessing
- classification models
- learning problems
- learning tasks
- feature vectors
- decision rules
- knowledge representation