Tests for the ICD-KSC applications

• Test1
  • Description of the problem
  • The test
  • Hyper parameter tuning
  • Out-of-sample extension i.e. testing

• Test2
  • Description of the problem
  • The test
    • Overlapping clusters
    • High dimensional problem with high number of clusters

• Test3
  • Description of the problem
  • The test

Utils

A collection of several auxiliary scripts that are used to KSC application input parameter estimation, visualisation of the clustering and hyper parameter tuning results or performing a chain of actions (e.g. data generation, invoking the KSC application or generate shell scripts for that, etc..) needed for some of the tests.

• Estimate Optimal Kernel BandWidth
  • Description
  • Available algorithms
  • Example:
• Evaluate clustering result
• Plotting results of the KSC model tuning
  • Description
  • Example:
• Plot clustering result
• Test2: data and KSC appliaction script generation
  • Data generation
  • Shell script generation
• Test3: script
• Generate data for clustering
  • Description