{"id":22848386,"url":"https://github.com/feedzai/fos-weka","last_synced_at":"2025-04-30T04:48:58.519Z","repository":{"id":13388976,"uuid":"16077118","full_name":"feedzai/fos-weka","owner":"feedzai","description":"Feedzai Open Scoring Server Weka Module","archived":false,"fork":false,"pushed_at":"2016-03-01T15:36:10.000Z","size":197,"stargazers_count":6,"open_issues_count":1,"forks_count":2,"subscribers_count":33,"default_branch":"master","last_synced_at":"2025-04-30T04:48:53.304Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Java","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":"Kapeli/Dash-iOS","license":"gpl-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/feedzai.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2014-01-20T17:05:56.000Z","updated_at":"2021-08-12T19:05:20.000Z","dependencies_parsed_at":"2022-08-26T09:42:08.097Z","dependency_job_id":null,"html_url":"https://github.com/feedzai/fos-weka","commit_stats":null,"previous_names":[],"tags_count":10,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/feedzai%2Ffos-weka","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/feedzai%2Ffos-weka/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/feedzai%2Ffos-weka/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/feedzai%2Ffos-weka/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/feedzai","download_url":"https://codeload.github.com/feedzai/fos-weka/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":251644827,"owners_count":21620630,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2024-12-13T04:11:34.950Z","updated_at":"2025-04-30T04:48:58.492Z","avatar_url":"https://github.com/feedzai.png","language":"Java","funding_links":[],"categories":[],"sub_categories":[],"readme":"# feedzai Open Scoring Server (FOS) - Weka Scoring and Training module\n\nfos-weka is a [fos-core] supporting [Weka] classifiers\n\n\n[![Build Status](https://feedzaios.ci.cloudbees.com/buildStatus/icon?job=fos-weka)](https://feedzaios.ci.cloudbees.com/job/fos-weka/)\n\n[![CloudbeesDevCloud](http://www.cloudbees.com/sites/default/files/Button-Built-on-CB-1.png)](http://www.cloudbees.com/dev)\n\n\n\n## Why FOS\n\nThere are pretty good machine learning training and scoring frameworks/libraries out there, but they don't provide the\nfollowing benefits:\n\n1. Common API: fos provides a common abstraction for model attributes, model training and model scoring. Using a [Weka]\nbased classifier will use have exactly the same API as using a R based classifier.\n1. Scoring \u0026 Training as a remote service: Training and scoring can be farmed to dedicated servers in the network\nenabling both vertical and horizontal scaling.\n1. Import and Export models: A model could be trained in a development box and imported seamlessly into a remote server\n1. Scalable and low latency scoring: Marshalling and Unmarshalling scoring requests/responses can be responsible\nfor a significant amount of overhead. Along with the slow RMI based interface, fos also supports scoring using [Kryo].\n\n## Compiling fos-weka\n\nYou need:\n\n1. [Java SDK]: Java 7\n1. [Maven]: Tested with maven 3.0.X\n1. [fos-core]\n1. Access to maven central repo (or a local proxy)\n\nAfter both the [Java SDK] and [Maven] are installed run the following command\n\n`mvn clean install`\n\nThis should compile fos-core, ran all the tests and install all modules into your local maven repo.\n\n\n## Running FOS\n\n\n## FAQ\n\n### Weka is great but i need to support another library. How can I do it?\nfos-core does not provide any concrete implementation. You may want to peek at fos-impl-dummy module in [fos-core].\nAfter you've familiarized with the API (Manager, ManagerFactory and Scorer) you can take a peek at a real implementation,\nsay [fos-weka].\n\n[Kryo]: https://github.com/EsotericSoftware/kryo\n[fos-r]: https://github.com/feedzai/fos-r\n[fos-core]: https://github.com/feedzai/fos-core\n[fos-weka]: https://github.com/feedzai/fos-weka\n[Weka]: http://www.cs.waikato.ac.nz/ml/weka/\n[R]: http://www.r-project.org/\n[Maven]: http://maven.apache.org/\n[Java SDK]: http://www.oracle.com/technetwork/java/javase/downloads/jdk7-downloads-1880260.html\n\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffeedzai%2Ffos-weka","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ffeedzai%2Ffos-weka","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffeedzai%2Ffos-weka/lists"}