/Kohonen-SOM

Self Organizing Map for an estate data.

Primary LanguageC#MIT LicenseMIT

Kohonen-SOM

Self Organizing Map for an estate data.

Program

  • .NET Console Application

SOM Structure

  • Input Node Count = 8
  • Lattice = 10x10

Ordering Phase

  • Iterations = 1000
  • Learning Rate = 0.1
  • Effective Width = 5

Convergence Phase

  • Iterations = 50000
  • Learning Rate = 0.01
  • Effective Width = 5

Topological Function

  • Gaussian