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HSSVM(Hyper-Sphere Support Vector Machines) is a software for solving multi-classification problem, implemented by Java.

HSSVM Web Site


  • 1. Normalize sample data
  • 2. Search optimal C-gamma pairs for further training and prediction
  • 3. Train sample data and build hyper-sphere classification model
  • 4. Predict unknown-class sample data by using hyper-sphere model gotten from training process
  • 5. Provide cache for kernel-matrix to train or predict large-scale sample data.
  • 6. Provide simple commands to run all processes
  • 7. Count the executive time of all operations above
  • 8.Check if there are any errors in data file;


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Additional Project Details


Chinese (Simplified)

Intended Audience

Information Technology, Science/Research, Advanced End Users, Developers

User Interface


Programming Language




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