{"id":26654034,"url":"https://github.com/prathamp25/simplehousepricepredictor_","last_synced_at":"2025-03-25T04:56:47.671Z","repository":{"id":277720979,"uuid":"933299574","full_name":"prathamp25/SimpleHousePricePredictor_","owner":"prathamp25","description":"A regression-based Machine Learning project predicting house prices using multiple models: Linear Regression, Random Forest, XGBoost, Gradient Boosting, SVR, and KNN. Includes feature engineering, visualization, and model comparison. ","archived":false,"fork":false,"pushed_at":"2025-03-02T19:11:59.000Z","size":1124,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-03-02T20:23:29.765Z","etag":null,"topics":["house-price-prediction","linear-regression","machine-learning-algorithms","random-forest","xgboost-algorithm"],"latest_commit_sha":null,"homepage":"","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/prathamp25.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":"2025-02-15T16:21:39.000Z","updated_at":"2025-03-02T19:12:02.000Z","dependencies_parsed_at":"2025-02-15T17:27:38.802Z","dependency_job_id":"04e0611c-55d8-480d-b0ff-69dbb4909c71","html_url":"https://github.com/prathamp25/SimpleHousePricePredictor_","commit_stats":null,"previous_names":["prathamp25/simplehousepricepredictor_"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/prathamp25%2FSimpleHousePricePredictor_","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/prathamp25%2FSimpleHousePricePredictor_/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/prathamp25%2FSimpleHousePricePredictor_/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/prathamp25%2FSimpleHousePricePredictor_/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/prathamp25","download_url":"https://codeload.github.com/prathamp25/SimpleHousePricePredictor_/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":245401382,"owners_count":20609167,"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":["house-price-prediction","linear-regression","machine-learning-algorithms","random-forest","xgboost-algorithm"],"created_at":"2025-03-25T04:56:47.119Z","updated_at":"2025-03-25T04:56:47.664Z","avatar_url":"https://github.com/prathamp25.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# SimpleHousePricePredictor_\n## Features Used:\nSquare Feet,\nBedrooms,\nBathrooms,\nAge of House,\nDistance from City Center.\n## Dataset: California Housing Prices dataset from Scikit-Learn.\nTrained a Linear Regression model and Decision Trees, Random Forests, and XGBoost.\n## Algorithms Used\nThe following machine learning algorithms were implemented and compared:\nLinear Regression,\nRandom Forest Regressor,\nXGBoost Regressor.\n## Performance Metrics\nThe models were evaluated using:\nMean Squared Error (MSE),\nR-Squared Score (R² Score).\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fprathamp25%2Fsimplehousepricepredictor_","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fprathamp25%2Fsimplehousepricepredictor_","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fprathamp25%2Fsimplehousepricepredictor_/lists"}