A Topological "Reading" Lesson: Classification of MNIST using TDA.
Adélie GarinGuillaume TauzinPublished in: CoRR (2019)
Keyphrases
- pattern recognition
- classification accuracy
- machine learning
- support vector
- preprocessing
- handwritten digits
- unsupervised learning
- uci repository
- object classification
- classification scheme
- automatic classification
- classification models
- pattern classification
- classification rules
- classification algorithm
- handwritten digit recognition
- support vector machine
- feature selection
- decision rules
- feature extraction
- decision trees
- learning algorithm
- classification systems
- digit recognition
- supervised classification
- classification method
- class labels
- benchmark datasets
- text classification
- image classification
- supervised learning