Simple Weak Coresets for Non-decomposable Classification Measures.
Jayesh MalaviyaAnirban DasguptaRachit ChhayaPublished in: AAAI (2024)
Keyphrases
- decision trees
- automatic classification
- pattern classification
- feature extraction
- support vector
- preprocessing
- unsupervised learning
- classification scheme
- feature vectors
- classification systems
- support vector machine svm
- pattern recognition
- support vector machine
- quantitative measures
- feature space
- benchmark datasets
- svm classifier
- incremental learning
- classification algorithm
- classification rules
- neural network
- classification process
- confusion matrices
- nearest neighbor classifier
- classification models
- benchmark data sets
- decision rules
- cross validation
- class labels
- machine learning algorithms
- model selection
- image classification
- supervised learning
- high dimensional
- training set
- machine learning