Conformal Transformation of Kernels: A Geometric Perspective on Text Classification.
Ioana RadulescuAlexandra BaicoianuAdela MihaiPublished in: CoRR (2024)
Keyphrases
- text classification
- geometric algebra
- bag of words
- geometric transformations
- labeled data
- text categorization
- machine learning
- text mining
- naive bayes
- feature selection
- text data
- text documents
- semantic features
- data cleaning
- geometric structure
- sentiment analysis
- kernel function
- geometric information
- n gram
- kernel methods
- higher dimensional
- text classifiers
- multi label
- feature reduction
- multiple kernel learning
- geometric constraints
- databases
- knn
- high dimensional
- feature space
- data mining