{"id":17259485,"url":"https://github.com/muneeb706/occupancy-detection-analysis","last_synced_at":"2026-01-06T00:47:02.769Z","repository":{"id":154490559,"uuid":"235855723","full_name":"muneeb706/occupancy-detection-analysis","owner":"muneeb706","description":"Results of analysis and comparisons of different data mining algorithms.","archived":false,"fork":false,"pushed_at":"2020-01-23T20:10:21.000Z","size":3001,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-01-31T10:42:14.960Z","etag":null,"topics":["classification","clustering","data-mining","weka"],"latest_commit_sha":null,"homepage":null,"language":null,"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/muneeb706.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":"2020-01-23T18:09:34.000Z","updated_at":"2020-11-13T22:07:37.000Z","dependencies_parsed_at":null,"dependency_job_id":"56b628a7-cf7a-4a88-a52b-cd4df103dc19","html_url":"https://github.com/muneeb706/occupancy-detection-analysis","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/muneeb706%2Foccupancy-detection-analysis","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/muneeb706%2Foccupancy-detection-analysis/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/muneeb706%2Foccupancy-detection-analysis/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/muneeb706%2Foccupancy-detection-analysis/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/muneeb706","download_url":"https://codeload.github.com/muneeb706/occupancy-detection-analysis/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":245623628,"owners_count":20645804,"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":["classification","clustering","data-mining","weka"],"created_at":"2024-10-15T07:45:12.543Z","updated_at":"2026-01-06T00:47:02.692Z","avatar_url":"https://github.com/muneeb706.png","language":null,"funding_links":[],"categories":[],"sub_categories":[],"readme":"# Data Mining Algorithms Analysis\nIt contains results of the analysis of following data mining algorithms that were applied to occupancy detection dataset.\n\n* Naive Bayes\n* Logistic Regression\n* Decision Tree\n* Artificial Neural Networks\n* Support Vector Machine\n* Ensemble Methods\n  * Bagging\n  * Boosting\n  * Random Forests\n\nAll of the experiments were performed on Weka.\n\n## Tools\n\n* Weka (https://www.cs.waikato.ac.nz/ml/weka/index.html)\n\n## Dataset\nDataset can be downloaded from (https://archive.ics.uci.edu/ml/datasets/Occupancy+Detection+). It is also available in the dataset folder.","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmuneeb706%2Foccupancy-detection-analysis","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmuneeb706%2Foccupancy-detection-analysis","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmuneeb706%2Foccupancy-detection-analysis/lists"}