{"id":17294787,"url":"https://github.com/linsamtw/some_characteristics_of_xgboost","last_synced_at":"2025-03-26T19:43:57.038Z","repository":{"id":112933692,"uuid":"93006460","full_name":"linsamtw/Some_characteristics_of_xgboost","owner":"linsamtw","description":null,"archived":false,"fork":false,"pushed_at":"2017-06-11T16:13:26.000Z","size":553,"stargazers_count":0,"open_issues_count":0,"forks_count":1,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-02-01T01:51:22.658Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"R","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/linsamtw.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":"2017-06-01T02:05:42.000Z","updated_at":"2017-06-01T03:05:18.000Z","dependencies_parsed_at":null,"dependency_job_id":"f8f9128d-14ce-4a20-87da-3bf14b4ea6ea","html_url":"https://github.com/linsamtw/Some_characteristics_of_xgboost","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/linsamtw%2FSome_characteristics_of_xgboost","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/linsamtw%2FSome_characteristics_of_xgboost/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/linsamtw%2FSome_characteristics_of_xgboost/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/linsamtw%2FSome_characteristics_of_xgboost/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/linsamtw","download_url":"https://codeload.github.com/linsamtw/Some_characteristics_of_xgboost/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":245727635,"owners_count":20662552,"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":"2024-10-15T11:08:05.792Z","updated_at":"2025-03-26T19:43:57.015Z","avatar_url":"https://github.com/linsamtw.png","language":"R","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Some_characteristics_of_xgboost\n\n我使用kaggle中以下的資料進行測試\n\n https://www.kaggle.com/c/bosch-production-line-performance \n \n 以下是測試結果\n \n|Characteristic|特性|xgbooat|\n|--------------|----|-------|\n|Natural handling of data of “mixed” type|自然處理“混合”型數據| X |\n|Handling of missing values|處理缺失值| V |\n|Robustness to outliers in input space|輸入空間中異常值的穩健性| - |\n|Insensitive to monotone transformations of inputs|對輸入的單調變換不敏感| V |\n|Computational scalability|計算可擴展性| V |\n|Ability to deal with irrelevant inputs|處理無關投入的能力| V |\n|Ability to extract linear combinations of features|能夠提取特徵的線性組合| X |\n|Interpretability |解釋性| - |\n|Predictive power|預測能力| VVV |\n\nR MARKDOWN\nhttp://linsam499190477.droppages.com/\n\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flinsamtw%2Fsome_characteristics_of_xgboost","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Flinsamtw%2Fsome_characteristics_of_xgboost","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flinsamtw%2Fsome_characteristics_of_xgboost/lists"}