HSSVM

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

Features

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;

Project Activity

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License

GNU General Public License version 3.0 (GPLv3)

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Additional Project Details

Operating Systems

BSD, Linux, Windows

Languages

Chinese (Simplified)

Intended Audience

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

User Interface

Command-line

Programming Language

Java

Related Categories

Java Machine Learning Software

Registered

2010-04-04

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