On the Use of Diagonal and Class-Dependent Weighted Distances for the Probabilistic k-Nearest Neighbor.
Roberto ParedesMark A. GirolamiPublished in: IbPRIA (2011)
Keyphrases
- k nearest neighbor
- class dependent
- knn
- distance function
- nearest neighbor
- k nearest neighbour
- feature selection
- support vector machine
- text categorization
- maximum margin
- cost sensitive
- support vector machine svm
- probabilistic model
- neural network
- generative model
- text classification
- distance measure
- input space
- machine learning
- high dimensional
- support vector
- bayesian networks