| URL: | http://weka.sourceforge.net/doc.packages/sequentialInformationalBottleneckClusterer | |
| Author: | Anna Huang | |
| Maintainer: | Weka team <wekalist{[at]}list.scms.waikato.ac.nz> |
Cluster data using the sequential information bottleneck algorithm.
Note: only hard clustering scheme is supported. sIB assign for each instance the cluster that have the minimum cost/distance to the instance. The trade-off beta is set to infinite so 1/beta is zero.
For more information, see:
Noam Slonim, Nir Friedman, Naftali Tishby: Unsupervised document classification using sequential information maximization. In: Proceedings of the 25th International ACM SIGIR Conference on Research and Development in Information Retrieval, 129-136, 2002.