protected:limbo
Differences
This shows you the differences between two versions of the page.
Both sides previous revisionPrevious revisionNext revision | Previous revisionLast revisionBoth sides next revision | ||
protected:limbo [2009/05/12 00:20] – mark | protected:limbo [2009/05/12 03:44] – mark | ||
---|---|---|---|
Line 4: | Line 4: | ||
====== Algorithm Intent ====== | ====== Algorithm Intent ====== | ||
- | Banch algorithm produces [[nested/ | + | Banch algorithm produces [[nested/ |
====== Factbase Properties ====== | ====== Factbase Properties ====== | ||
- | Factbased is generic dependency data table where each row describes one entity to be cluster. Each column contains the value for a specific attribute. | + | Factbased is generic dependency data table where each row describes one [[terms|entity]] to be cluster. Each column contains the value for a specific |
====== Clustering Objectives ====== | ====== Clustering Objectives ====== | ||
+ | The Limbo algorithm produces software decomposition with minimum information loss. | ||
+ | |||
====== Process Description ====== | ====== Process Description ====== | ||
+ | An agglomerative clustering algorithm that on each step merges two clusters with least information loss. | ||
+ | |||
+ | The information lost calculates using formulas from Agglomerative Information Bottleneck algorithm. | ||
+ | |||
====== Decomposition Properties ====== | ====== Decomposition Properties ====== | ||
+ | The LIMBO decomposition has a small value for its information lost function. | ||
+ | |||
====== Algorithm Restrictions ====== | ====== Algorithm Restrictions ====== | ||
====== Failed Assumptions ====== | ====== Failed Assumptions ====== | ||
====== Detailed Algorithm Description ====== | ====== Detailed Algorithm Description ====== | ||
+ | |||
+ | The LIMBO algorithm has four phases: | ||
+ | - Creation of the Summary Artefacts | ||
+ | - Application of the AIB algorithm | ||
+ | - Associating original artefacts with clusters | ||
+ | - Determining the number of clusters | ||
+ |
protected/limbo.txt · Last modified: 2010/05/06 14:12 by bil