Hierarchical Clustering Given Confidence Intervals of Metric Distances.
Weiyu HuangAlejandro RibeiroPublished in: CoRR (2016)
Keyphrases
- hierarchical clustering
- confidence intervals
- distance measure
- distance function
- sample size
- euclidean distance
- stopping rules
- stochastic systems
- markov chain
- clustering method
- clustering algorithm
- monte carlo
- test set
- single linkage
- roc curve
- similarity metric
- single link
- nearest neighbor
- k means
- conditional probabilities
- agglomerative clustering
- partitional clustering
- hierarchical clustering methods
- data structure
- bayesian networks
- data sets