A Topological "Reading" Lesson: Classification of MNIST using TDA.
Adélie GarinGuillaume TauzinPublished in: ICMLA (2019)
Keyphrases
- pattern recognition
- classification accuracy
- automatic classification
- uci repository
- classification algorithm
- classification models
- classification scheme
- classification systems
- handwritten digits
- supervised classification
- image classification
- feature vectors
- feature space
- object classification
- text classification
- machine learning
- classification method
- classification rate
- machine learning methods
- model selection
- class labels
- benchmark datasets
- support vector machine svm
- rough sets
- learning objects
- support vector machine
- training set
- preprocessing
- feature extraction
- decision trees
- feature selection