/decision_boundary_viz

📈 Interactive decision boundary visualizer

Primary LanguagePythonMIT LicenseMIT

decision_boundary_viz

A web app for visualizing decision boundaries of classifiers.

Supports 2-dimensional data and the following classifiers and their parameters:

  • k-Nearest Neighbors
    • Number of neighbors
    • Weight function
      • Uniform weights
      • Points weighted by the inverse of their distance
  • Random forest
    • The number of trees in the forest
    • The maximum depth of trees
  • Support vector machine (RBF kernel)
    • Cost (C)
    • Gamma

Demo

Dependencies

conda create -n decision_boundary_viz python=3.5 numpy=1.11 scikit-learn=0.18 bokeh=0.12.4 flask=0.12