{"id":19608129,"url":"https://github.com/jfilter/naivebayesclassifier","last_synced_at":"2026-03-14T17:37:12.542Z","repository":{"id":25004934,"uuid":"28423962","full_name":"jfilter/naivebayesclassifier","owner":"jfilter","description":null,"archived":false,"fork":false,"pushed_at":"2015-01-05T17:26:51.000Z","size":420,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-12-02T02:09:21.049Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","language":"Java","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/jfilter.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}},"created_at":"2014-12-23T23:04:13.000Z","updated_at":"2018-03-24T00:59:30.000Z","dependencies_parsed_at":"2022-08-23T10:10:43.710Z","dependency_job_id":null,"html_url":"https://github.com/jfilter/naivebayesclassifier","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/jfilter/naivebayesclassifier","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jfilter%2Fnaivebayesclassifier","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jfilter%2Fnaivebayesclassifier/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jfilter%2Fnaivebayesclassifier/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jfilter%2Fnaivebayesclassifier/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/jfilter","download_url":"https://codeload.github.com/jfilter/naivebayesclassifier/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jfilter%2Fnaivebayesclassifier/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":27790076,"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","status":"online","status_checked_at":"2025-12-18T02:00:09.725Z","response_time":55,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"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":"2024-11-11T10:14:20.120Z","updated_at":"2025-12-18T02:59:43.905Z","avatar_url":"https://github.com/jfilter.png","language":"Java","funding_links":[],"categories":[],"sub_categories":[],"readme":"NaiveBayesClassifier\n====================\n\nNaive Bayes Classifier for data set at http://archive.ics.uci.edu/ml/datasets/Car+Evaluation\n\nTeam\n----\nFranz Kuntke, Johannes Filter\n\nBasic Idea\n----------\n1. Read Data from Files\n2. Shuffle Data\n3. Take first 2/3 of data as training data\n4. Take last 1/3 as test data\n5. Build up Classifier\n6. Test against test data and save error\n\n* Repeat Steps 2. to 6. and sum up error\n* Check out the commented code for more details.\n\nEvaluation\n----------\n* The classifier classifies about 85% correctly. The error is about 15%.\n* Especially 'good' was classified bad.\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjfilter%2Fnaivebayesclassifier","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjfilter%2Fnaivebayesclassifier","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjfilter%2Fnaivebayesclassifier/lists"}