{"id":19472696,"url":"https://github.com/alexlbaker/r-ml-competition","last_synced_at":"2025-07-11T14:02:16.611Z","repository":{"id":187744403,"uuid":"604338112","full_name":"AlexLBaker/R-ML-Competition","owner":"AlexLBaker","description":"Project for course Statistical \u0026 Machine Learning. ML prediction of property sales price as a regression estimate, given 81 variables both catagorical and numeric.","archived":false,"fork":false,"pushed_at":"2023-09-04T11:55:52.000Z","size":347,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-01-08T05:53:53.895Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","language":null,"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/AlexLBaker.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}},"created_at":"2023-02-20T21:06:55.000Z","updated_at":"2023-09-03T10:18:45.000Z","dependencies_parsed_at":"2023-08-12T01:27:26.486Z","dependency_job_id":null,"html_url":"https://github.com/AlexLBaker/R-ML-Competition","commit_stats":null,"previous_names":["alexlbaker/r-machine-learning-competition"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AlexLBaker%2FR-ML-Competition","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AlexLBaker%2FR-ML-Competition/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AlexLBaker%2FR-ML-Competition/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AlexLBaker%2FR-ML-Competition/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/AlexLBaker","download_url":"https://codeload.github.com/AlexLBaker/R-ML-Competition/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":240692608,"owners_count":19842294,"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":"2024-11-10T19:15:34.710Z","updated_at":"2025-02-25T15:24:58.793Z","avatar_url":"https://github.com/AlexLBaker.png","language":null,"funding_links":[],"categories":[],"sub_categories":[],"readme":"# R-Machine-Learning-Competition\nCode uses a number of methods in R Cran library H2o to train an optimal model through trial and error of the prediction score. Gradient boosted decision trees were found to be most effective for the dataset provided.\n\nI hope this repo will give you a look into ML in R by giving you ideas for your own approach.\n\nBest of luck, \n\nAlexander Baker.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Falexlbaker%2Fr-ml-competition","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Falexlbaker%2Fr-ml-competition","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Falexlbaker%2Fr-ml-competition/lists"}