Hazure
Outlier Detection with One-class SVM
Installation
Add this line to your application's Gemfile:
gem 'hazure'
And then execute:
$ bundle
Or install it yourself as:
$ gem install hazure
Usage
detector = Hazure::Detector.new([[1,0,0], [1,0,0]])
detector.outlier?([1, 0, 0])
# => false
detector.outlier?([10, 0, 0])
# => true
Development
After checking out the repo, run bin/setup
to install dependencies. Then, run bin/console
for an interactive prompt that will allow you to experiment.
To install this gem onto your local machine, run bundle exec rake install
. To release a new version, update the version number in version.rb
, and then run bundle exec rake release
to create a git tag for the version, push git commits and tags, and push the .gem
file to rubygems.org.
Contributing
- Fork it ( https://github.com/holidayworking/hazure/fork )
- Create your feature branch (
git checkout -b my-new-feature
) - Commit your changes (
git commit -am 'Add some feature'
) - Push to the branch (
git push origin my-new-feature
) - Create a new Pull Request