Classification by Weighting, Similarity and kNN.
Naohiro IshiiTsuyoshi MuraiTakahiro YamadaYongguang BaoPublished in: IDEAL (2006)
Keyphrases
- knn
- k nearest neighbour
- k nearest neighbor
- classification method
- classification algorithm
- support vector machine svm
- distance function
- knn algorithm
- text classification
- nearest neighbor
- knn classifier
- knn classification
- nearest neighbour
- distance measurement
- support vector machine
- similarity measure
- majority voting
- text categorization
- k nearest
- pattern recognition
- feature selection
- machine learning
- training set
- similarity search
- classification accuracy
- nearest neighbor algorithm
- feature space
- image classification
- supervised learning
- dimensionality reduction methods
- high dimensional
- decision trees
- neural network
- distance metric
- information gain
- edit distance
- data points
- binary classification tasks