{"id":24685038,"url":"https://github.com/dipeshdimi/wineclassifier","last_synced_at":"2026-05-17T00:05:14.144Z","repository":{"id":220605576,"uuid":"752087573","full_name":"dipeshdimi/WineClassifier","owner":"dipeshdimi","description":null,"archived":false,"fork":false,"pushed_at":"2024-02-03T01:59:39.000Z","size":122,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-01-26T15:17:32.976Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"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/dipeshdimi.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}},"created_at":"2024-02-03T01:47:16.000Z","updated_at":"2024-02-03T01:51:18.000Z","dependencies_parsed_at":"2024-02-03T02:42:34.260Z","dependency_job_id":"21cb6f8f-2495-466f-870e-bdf237c85d90","html_url":"https://github.com/dipeshdimi/WineClassifier","commit_stats":null,"previous_names":["dipeshdimi/wineclassifier"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dipeshdimi%2FWineClassifier","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dipeshdimi%2FWineClassifier/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dipeshdimi%2FWineClassifier/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dipeshdimi%2FWineClassifier/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/dipeshdimi","download_url":"https://codeload.github.com/dipeshdimi/WineClassifier/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":244867994,"owners_count":20523581,"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":"2025-01-26T15:17:38.079Z","updated_at":"2025-10-11T17:36:19.175Z","avatar_url":"https://github.com/dipeshdimi.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Wine Classification System with K-Nearest Neighbors (KNN)\n\n## Overview\n\nThis project implements a wine classification system using the K-Nearest Neighbors (KNN) algorithm. The system utilizes the pandas library for dataset processing, performs data preprocessing, and employs feature scaling techniques to enhance the model's accuracy.\n- Colab Link: https://colab.research.google.com/drive/12GEideB76xhBtJXMUtObFx0csW9ITYwN?usp=sharing\n\n\n## Dataset\n\nThe dataset utilized in this project can be found on: https://www.kaggle.com/datasets/ruthgn/wine-quality-data-set-red-white-wine\n\n\n## Usage\n- Ensure the dataset is available in the data/ directory.\n\n- Run the WineClassifier.py script.\n\n- The system will execute the KNN algorithm, perform data preprocessing, and display the accuracy achieved.\n\n\n## Result\nThe wine classification system achieved an average accuracy of 93.34% on the provided dataset.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdipeshdimi%2Fwineclassifier","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdipeshdimi%2Fwineclassifier","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdipeshdimi%2Fwineclassifier/lists"}