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Parallel Coordinates visualization tool for n-D multivariate classifications

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AvaAvarai/EnvelopePlotter

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EnvelopePlotter

Parallel Coordinates visualization tool for multivariate CSV data and envelope exploration.

Current Features:

  • Loads a dataset from a CSV file, the file must have a class column
  • Normalizes the dataset from [0, 1] and plots in Parallel Coordiantes
  • Toggle button to outline envelopes of each classes minima and maxima
  • Drag and drop a search rectange which can be resized with WASD or removed with right-click.
  • Total percentage of cases per class within the search rectangle shown
  • Escape or Ctrl+W keys to close the program

Plot examples of Wisconsin Breast Cancer Diagnosis dataset. WBC datasaet plot WBC datasaet envelope

Exploring the Fisher Iris dataset Setosa class. Iris datasaet explore

MNIST dataset of capital letters in English. MNIST datasaet explore