PL-k NN: A Parameterless Nearest Neighbors Classifier.
Danilo Samuel JodasLeandro Aparecido PassosAhsan AdeelJoão Paulo PapaPublished in: IWSSIP (2022)
Keyphrases
- knn
- nearest neighbor
- k nearest neighbour
- k nearest neighbor
- classification algorithm
- k nearest
- mixed data
- nearest neighbor algorithm
- support vector machine
- feature selection
- nearest neighbour
- text categorization
- decision boundary
- distance function
- high dimensional data
- training set
- training data
- nearest neighbor search
- support vector machine svm
- feature set
- svm classifier
- bayesian network classifiers
- voting methods
- similarity search
- index structure
- training samples
- text classification
- mutual information
- supervised learning
- decision trees
- linear classifiers
- query point
- data points
- feature space