Improving classifier decision boundaries using nearest neighbors.
Johannes SchneiderPublished in: CoRR (2023)
Keyphrases
- decision boundary
- nearest neighbor
- training samples
- pattern classification
- linear classifiers
- support vector machine
- optimum path forest
- training set
- hyperplane
- data points
- class membership
- data distribution
- axis parallel
- k nearest neighbor
- nearest neighbor algorithm
- class conditional
- learning algorithm
- kernel function
- base classifiers
- supervised learning
- nearest neighbor classifier
- knn
- svm classifier
- class labels
- high dimensional data
- class distribution
- multi class
- feature space
- database systems
- decision trees
- data sets