Geometric Implications of Classification on Reducing Open Space Risk.
Matthew LauLeyan PanStefan DavidovAthanasios P. MeliopoulosWenke LeePublished in: Tiny Papers @ ICLR (2024)
Keyphrases
- decision trees
- classification scheme
- support vector machine svm
- pattern recognition
- classification accuracy
- classification method
- classification algorithm
- pattern classification
- automatic classification
- machine learning
- machine learning methods
- image classification
- training set
- feature space
- feature extraction
- support vector machine
- text classification
- classification process
- benchmark datasets
- supervised classification
- classification systems
- geometric structure
- classification rules
- linearly separable
- neural network
- statistical classification
- vector space
- supervised learning
- feature vectors
- search space
- computer vision
- machine learning algorithms
- unsupervised learning
- classification models
- model selection
- nearest neighbor
- preprocessing
- high risk
- decision making