Bag-Of-Words To Tile-Vizualization

The utility performs calculation of the Tile-Vizualization procedure and outputs the result into the XML file ("-o"). With the parameter "-docs" the number of considered documents is determined (value "-1" means all documents"). The parameter "-clusts" determines the final  number of clusters. The parameter "-rseed" determines the value of random-number-generator seed, where value 0 means nondeterministic value. The parameter "-mncdocs" determines maximal number of documents per leaf cluster. The parameter "-ctrials" determines the number of different runs/trials of K-Means algorithm in a search for the best solution. The parameter "-ceps" determines convergence epsilon value which influences the stopping criterium for the K-Means algorithm. The parameter "-cutww" determines the percentage of the sum of the weights for the best words in the centroids which appear in the textual output file. The parameter "-mnwfq" determines the minimal document-frequency of the words which are used for the document representation. The parameter "-propwgt" determines the mode of propagating the word-weights when executing the top-down 2-means clustering algorithm. The "-topwords" parameter determines the number of best words written in the description of each centroid.

usage: Bow2VizTile.exe
-i:Input-BagOfWords-File (default:'')
-o:Output-Tile-File (default:'VizTile.Xml')
-docs:Documents (default:-1)
-rseed:RNG-Seed (default:1)
-mncdocs:Minimal-Documents-Per-Cluster (default:100)
-ctrials:Clustering-Trials (default:1)
-ceps:Convergence-Epsilon (default:10)
-cutww:Cut-Word-Weight-Sum-Percentage (default:0.5)
-mnwfq:Minimal-Word-Frequency (default:5)
-propwgtPropagate-Weights (default:'F')
-topwords:Top-Words (default:10)

Bow2VizTile.exe -i:Reuters21578.Bow -docs:1000

Calculates hierarchical clustering on 1000 documents ("-docs") from Reuters21578 into 10 clusters ("-clusts"), transforms clusters into  rectangular tiling outputs the structure of tiles in the XML  file with the default name "VizTile.Xml" ("-o").