A MapReduce based k-NN joins probabilistic classifier.
Georgios ChatzigeorgakidisSophia KaragiorgouSpiros AthanasiouSpiros SkiadopoulosPublished in: IEEE BigData (2015)
Keyphrases
- knn
- k nearest neighbour
- k nearest neighbor
- classification algorithm
- mixed data
- k nearest
- nearest neighbor
- feature selection
- nearest neighbour
- support vector machine
- text categorization
- nearest neighbor algorithm
- feature set
- similarity search
- distance function
- feature space
- bayesian network classifiers
- map reduce
- voting methods
- neural network
- bayesian networks
- training set
- support vector machine svm
- information gain
- text classification
- decision trees
- training data
- uncertain data
- support vector
- cloud computing
- web document classification