{"id":18942723,"url":"https://github.com/felix-red/house-predication-webapp","last_synced_at":"2026-05-04T19:41:05.987Z","repository":{"id":239659334,"uuid":"799503637","full_name":"Felix-Red/House-Predication-webApp","owner":"Felix-Red","description":"house price prediction system using machine learning","archived":false,"fork":false,"pushed_at":"2024-05-18T13:06:49.000Z","size":23063,"stargazers_count":0,"open_issues_count":0,"forks_count":1,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-02-21T01:43:13.550Z","etag":null,"topics":["data-science","machine-learning","plotly-dash","python"],"latest_commit_sha":null,"homepage":"https://project2group-k.onrender.com","language":"Jupyter Notebook","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/Felix-Red.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":"2024-05-12T10:55:25.000Z","updated_at":"2024-08-03T13:09:05.000Z","dependencies_parsed_at":"2024-05-18T13:49:14.532Z","dependency_job_id":null,"html_url":"https://github.com/Felix-Red/House-Predication-webApp","commit_stats":null,"previous_names":["felix-red/project2group-k","felix-red/house-predication-webapp"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Felix-Red%2FHouse-Predication-webApp","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Felix-Red%2FHouse-Predication-webApp/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Felix-Red%2FHouse-Predication-webApp/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Felix-Red%2FHouse-Predication-webApp/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Felix-Red","download_url":"https://codeload.github.com/Felix-Red/House-Predication-webApp/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":239942758,"owners_count":19722330,"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":["data-science","machine-learning","plotly-dash","python"],"created_at":"2024-11-08T12:34:04.950Z","updated_at":"2026-03-24T07:30:16.780Z","avatar_url":"https://github.com/Felix-Red.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# House Price Prediction with Machine Learning\n\nThis project utilizes the King County Housing Kaggle dataset to construct a house price prediction system. The system aids homeowners, buyers, and real estate agents in determining the estimated price of a house in King County.\n\n## Model\n\nThe price prediction model was developed using Random Forest, a popular machine learning algorithm devised by Leo Breiman and Adele Cutler. Random Forest combines the outputs of multiple decision trees to produce a single result. Its simplicity and versatility have led to widespread adoption, making it suitable for both classification and regression tasks.\n\n## Web Dashboard\n\nAdditionally, the model is integrated into a user-friendly web dashboard. This dashboard facilitates the prediction of house prices, providing an intuitive interface for users.\n[house price prediction app](https://project2group-k.onrender.com/)\n![dash app](https://github.com/Felix-Red/Project2Group-K/blob/main/Screenshot%202024-05-18%20143202.png)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffelix-red%2Fhouse-predication-webapp","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ffelix-red%2Fhouse-predication-webapp","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffelix-red%2Fhouse-predication-webapp/lists"}