K-treeB+-tree and k-means algorithm combiner | |
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K-tree Ranking & Summary
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- License:
- GPL
- Price:
- FREE
- Publisher Name:
- Chris
- Publisher web site:
- Operating Systems:
- Mac OS X
- File Size:
- 4.5 MB
K-tree Tags
K-tree Description
B+-tree and k-means algorithm combiner K-tree provides a scalable approach to clustering by combining the B+-tree and k-means algorithms. Clustering can be used for solving problems in signal processing, machine learning and other contexts.K-tree is a hybrid of the B+-tree and k-means algorithms. K-tree uses a similar tree structure to the B+-tree and uses k-means to perform splits. The tree forms a nearest neighbour search tree. Unlike k-means the number of clusters does not need to be specified upfront. However, a tree order must be specified that restricts how many vectors can be stored in any node. Each level of the tree produces a different number of clusters. Requirements: · Java What's New in This Release: · Fix bug ID: 2566390 "crash on high dimensional data"
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