A Novel Approach to Regularising 1NN classifier for Improved Generalization.
Aditya ChallaSravan DandaLaurent NajmanPublished in: CoRR (2024)
Keyphrases
- nearest neighbor
- neural network
- training data
- nearest neighbour
- backpropagation neural network
- training process
- nearest neighbor classifier
- support vector machine
- feature selection
- classifier systems
- training set
- artificial neural networks
- knn
- svm classifier
- classification process
- linear classifiers
- classification scheme
- genetic algorithm
- fuzzy logic
- feature space
- pattern recognition
- support vector
- cost sensitive
- classification method
- data points
- feature extraction
- fuzzy artmap
- decision trees
- neyman pearson