https://github.com/bzantium/ocsvm-hyperparameter-selection

Hyperparameter selection of one-class support vector machine by self-adaptive data shifting
https://github.com/bzantium/ocsvm-hyperparameter-selection

hyperparameter-tuning ocsvm self-adaptive

Last synced: 3 months ago
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Hyperparameter selection of one-class support vector machine by self-adaptive data shifting

• Host: GitHub
• URL: https://github.com/bzantium/ocsvm-hyperparameter-selection
• Owner: bzantium
• Created: 2020-01-02T05:31:16.000Z (over 5 years ago)
• Default Branch: master
• Last Pushed: 2020-01-03T04:18:07.000Z (over 5 years ago)
• Last Synced: 2025-03-22T08:01:42.603Z (3 months ago)
• Topics: hyperparameter-tuning, ocsvm, self-adaptive
• Language: Python
• Homepage:
• Size: 1.21 MB
• Stars: 4
• Watchers: 0
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# OCSVM-hyperparameter-selection

It is a python implementation of the paper: [**Hyperparameter selection of one-class support vector machine by self-adaptive data shifting**](https://www.sciencedirect.com/science/article/pii/S0031320317303564).

## _Train and test_

- You can simply run code by

```

$ python main.py --data fourclass

```