{"id":19244411,"url":"https://github.com/ghazaleze/investigate_classifiers","last_synced_at":"2025-08-06T16:10:31.327Z","repository":{"id":203837103,"uuid":"706247579","full_name":"GhazaleZe/Investigate_Classifiers","owner":"GhazaleZe","description":"The point is to investigate three types of classifiers (linear classifier with feature selection, linear classifier without feature selection, and a non-linear classifier) in a setting where precision and interpretability may matter.","archived":false,"fork":false,"pushed_at":"2023-10-31T15:19:15.000Z","size":572,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-01-05T04:17:38.354Z","etag":null,"topics":["feature-selection","l2-regularization","large-scale","lasso-regression","machine-learning","random-forest-classifier","support-vector-machine","svm-classifier"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/GhazaleZe.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,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2023-10-17T15:18:22.000Z","updated_at":"2023-10-31T14:37:33.000Z","dependencies_parsed_at":"2024-11-09T17:34:40.080Z","dependency_job_id":null,"html_url":"https://github.com/GhazaleZe/Investigate_Classifiers","commit_stats":null,"previous_names":["ghazaleze/investigate_classifiers"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/GhazaleZe%2FInvestigate_Classifiers","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/GhazaleZe%2FInvestigate_Classifiers/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/GhazaleZe%2FInvestigate_Classifiers/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/GhazaleZe%2FInvestigate_Classifiers/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/GhazaleZe","download_url":"https://codeload.github.com/GhazaleZe/Investigate_Classifiers/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":240331362,"owners_count":19784646,"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":["feature-selection","l2-regularization","large-scale","lasso-regression","machine-learning","random-forest-classifier","support-vector-machine","svm-classifier"],"created_at":"2024-11-09T17:23:19.998Z","updated_at":"2025-02-23T15:14:30.167Z","avatar_url":"https://github.com/GhazaleZe.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Investigate_Classifiers\nThe point is to investigate three types of classifiers (linear classifier with feature selection, linear classifier without feature selection, and a non-linear classifier) in a setting where precision and interpretability may matter.\n\n**All the codes for investigating classifier is in main.py.**\n\n\nThere is Mushroom notebook that has most of the outputs of the main.py codes.","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fghazaleze%2Finvestigate_classifiers","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fghazaleze%2Finvestigate_classifiers","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fghazaleze%2Finvestigate_classifiers/lists"}