Variational Classification: A Probabilistic Generalization of the Softmax Classifier.
Shehzaad Zuzar DhuliawalaMrinmaya SachanCarl AllenPublished in: Trans. Mach. Learn. Res. (2024)
Keyphrases
- classification scheme
- classification algorithm
- classification method
- decision trees
- classification process
- classification rate
- class labels
- feature selection
- support vector machine
- learning vector quantization
- svm classifier
- training samples
- support vector
- nearest neighbor classifier
- final classification
- training set
- confidence estimates
- hierarchical classification
- feature space
- classification accuracy
- multiple classifiers
- image classification
- feature set
- high classification accuracy
- multiclass classification
- decision boundary
- multi class classifier
- supervised classification
- training data
- classification models
- higher classification accuracy
- bayesian networks
- probabilistic classifiers
- image segmentation
- classification decisions
- learning phase
- multiple classifier systems
- sufficient training data
- classifier combination
- k nearest neighbour
- support vector machine svm
- feature reduction
- pattern recognition
- binary classifiers
- nearest neighbour
- classification schemes
- fuzzy classifier
- feature extraction and classification
- learning algorithm
- fold cross validation
- generative model
- multi class
- probabilistic model
- feature vectors
- individual classifiers
- class probabilities
- accurate classifiers
- naive bayes classifier
- activation function
- associative classifiers
- multi layer perceptron
- pattern classification
- machine learning