{"id":20737456,"url":"https://github.com/candlewill/ordinal_classification","last_synced_at":"2025-07-05T04:38:47.311Z","repository":{"id":71816607,"uuid":"50357379","full_name":"candlewill/Ordinal_classification","owner":"candlewill","description":"Ordinal Classification of Tweets","archived":false,"fork":false,"pushed_at":"2016-04-07T09:27:55.000Z","size":115935,"stargazers_count":1,"open_issues_count":0,"forks_count":1,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-03-11T11:34:35.259Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/candlewill.png","metadata":{"files":{"readme":"readme.MD","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2016-01-25T14:51:51.000Z","updated_at":"2022-05-16T11:16:39.000Z","dependencies_parsed_at":"2023-06-11T01:00:16.356Z","dependency_job_id":null,"html_url":"https://github.com/candlewill/Ordinal_classification","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/candlewill/Ordinal_classification","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/candlewill%2FOrdinal_classification","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/candlewill%2FOrdinal_classification/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/candlewill%2FOrdinal_classification/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/candlewill%2FOrdinal_classification/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/candlewill","download_url":"https://codeload.github.com/candlewill/Ordinal_classification/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/candlewill%2FOrdinal_classification/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":263685064,"owners_count":23495795,"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":"2024-11-17T06:14:33.478Z","updated_at":"2025-07-05T04:38:47.261Z","avatar_url":"https://github.com/candlewill.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"### Ordinal Classification of Tweets\n\nThis project is the code for SemEval-2016 Task 4 sub-task C competition.\n\nTask: Given a tweet known to be about a given topic, estimate the sentiment conveyed by the tweet towards the topic on a five-point scale.\n\n### Data Description\n\n|Name|Size|# Available (Percentage)|# Topics|#(-2)|#(-1)|#(0) |#(1)|#(2)|Max Length|Min Length|Average Length|\n|------|------|------|------|------|------|------|------|------|------|------|------|\n|Gold Train|6000|5346 (89.1%)|60|87|668|1654|3154|437|34|5|19.49|\n|Gold Dev|2000|1795 (89.75%)|20|43|296|675|933|53|31|6|19.58|\n|Gold Devtest|2000|1781 (89.05%)|20|31|233|583|1005|148|31|5|19.69|\n|Input Devtest|2000|1781 (89.05%)|20|-|-|-|-|-|31|5|19.69|\n\nNote: The \"Not Available\" terms are removed when gather statistics information of Max Length, Min Length, Average Length.\n\nNumber and Sentiment Intensity mapping method\n\n|Sentiment Intensity|strongly negative|negative|negative or neutral|positive|strongly positive|\n|------|------|------|------|------|------|\n|Sentiment Score|-2|-1|0|1|2|\n\nThe topics in gold train, gold dev, gold devtest data: [topics](./MD/topics.MD). We can see that the topic in different data set is different. Exactly, there are no common topics between the three data set.\n\n### Contact me\n\n* [Yunchao He](https://plus.google.com/+YunchaoHe)\n* yunchaohe@gmail.com\n* [YZU](http://www.yzu.edu.tw/) at Taiwan\n* [Weibo](http://weibo.com/heyunchao)\n* [Facebook](https://www.facebook.com/yunchao.h)\n* [Twitter](https://twitter.com/candlewill)\n* @元智大学资讯工程学系1608B 民105年1月","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcandlewill%2Fordinal_classification","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcandlewill%2Fordinal_classification","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcandlewill%2Fordinal_classification/lists"}