VizStruct Tutorial (1)

 
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Before Start
Save iris.txt to your local hard drive and remember its location

Start
  1. Click "Browse" button
  2. Select iris.txt
  3. Click "Upload Data File" button
Upload
An upload success screen appears. Since no missing values and no leading class labels in iris.txt, just click "Process Data Set"
Plot Types
Four types of visualization can be selected. Default is "Basic Plots"
Basic Plot
Plot settings:
  1. User Input
    •  VizStruct can display either
      • the loaded data
      • loaded data plus user additional input data.
    • Field "Display" will control the plot data.
    • There are two ways user can input data:
      • Type in "Data Points" field. The format for input data is delimed by ', ' and '@'. For example, adding 3 more data points for iris data 2,9,7,1@5,6,1,0@3,5,1,5
      • Load a separate file. The format should be the same as input data file. No leading label column is allowed. No missing values are allowed. VizStruct will not fill the missing values
  2. Plot Type
    • there are 8 subtypes of plot
  3. Parameters
    • Plot mode: symbols or numbers
    • Harmonic: from 1 to number of dimensions-1, default is 1
    • Class Delim: tell VizStruct how much data in each class. The delim is ','. For iris data, the class delim string is 50,50,50. The sum of these numbers must equal the length of the data
    • Font Size: size of font or symbol used in the plot
    • Plot Color: mono or color display, default is color
    • Aspect: aspect of the x-y axis, for Cartesian plot and harmonic matrix only
  4. Preprocess:
    • Normalization: by row-wise or column-wise.
      • Center: newval = (val-mean)/mean
      • Local: newval = (val-min) / range
      • Global: min->0, max->1
    • Sort Dim: rearrange dimension orders to make the first harmonic the dominant component
  5. Class Boundary:
    • Boundary: how boundaries are shown, lines or filled regions
    • Mark Step: how detail boundaries are determined. The larger the number, the more detailed boundaries set but requires more time
Try Yourself
  • Colored Catesian plot
    • Set "Plot Mode" '3- numbers (1-n)
    • Set "Class Delim" '50,50,50'
    • Set "Font Size" '8'
    • Set "Aspect" 'square'
    • Click "Default Values" button to reset values
    • Set "Data Points" '2,9,7,1@5,6,1,0@3,5,1,5'
    • Set "Display" '2. user data points'
    • Set "Class Delim" '50,50,50'
    • Set "Boundary" 'boundary only'
    • Set "Mark Step" '150'
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© 2001 Li Zhang. All right reserved. Department of Computer Science and Engineering
State University of New York at Buffalo
Last Modified: 9/6/2004