{"id":20358027,"url":"https://github.com/arnabd64/classifier-comparison-1","last_synced_at":"2025-05-08T05:31:30.716Z","repository":{"id":175434606,"uuid":"378575211","full_name":"arnabd64/classifier-comparison-1","owner":"arnabd64","description":null,"archived":true,"fork":false,"pushed_at":"2021-06-21T06:02:01.000Z","size":776,"stargazers_count":0,"open_issues_count":1,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-03-04T17:50:31.808Z","etag":null,"topics":["bayes-classifier","binary-classification","knn-classification","logistic-regression","random-forest-classifier","scikit-learn","svm-classifier"],"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/arnabd64.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":"2021-06-20T06:29:53.000Z","updated_at":"2024-03-26T01:20:49.000Z","dependencies_parsed_at":"2023-09-11T06:31:51.603Z","dependency_job_id":null,"html_url":"https://github.com/arnabd64/classifier-comparison-1","commit_stats":null,"previous_names":["arnabd64/classifier-comparison-1"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/arnabd64%2Fclassifier-comparison-1","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/arnabd64%2Fclassifier-comparison-1/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/arnabd64%2Fclassifier-comparison-1/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/arnabd64%2Fclassifier-comparison-1/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/arnabd64","download_url":"https://codeload.github.com/arnabd64/classifier-comparison-1/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":253008770,"owners_count":21839699,"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":["bayes-classifier","binary-classification","knn-classification","logistic-regression","random-forest-classifier","scikit-learn","svm-classifier"],"created_at":"2024-11-14T23:24:59.126Z","updated_at":"2025-05-08T05:31:30.701Z","avatar_url":"https://github.com/arnabd64.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Comparing Binary Classification Models\n\n## Instructions\n\n- To view the notebook, please click `notebook.ipynb` in the above section.\n\n-  To see the Python script, click on `script.py`. \n\n- To download the dataset using Browser, click on `SUV_Purchase` --\u003e Right Click on `Raw` --\u003e Click on `Save Link As`. \n\n- To import this dataset in python,  use:\n\n```python\nimport pandas as pd\ndf = pd.read_csv('https://raw.githubusercontent.com/arnabd64/classifier-comparison-1/main/SUV_Purchase.csv')\n```\n\n- To import this dataset in R, use:\n\n```r\ndf \u003c- read.csv('https://raw.githubusercontent.com/arnabd64/classifier-comparison-1/main/SUV_Purchase.csv')\n```\n\n## About notebook\n\nThe aim of this notebook is to provide a simple comparison between several classification models. The models included are:\n\n1. Logistic Regression\n\n2. k-Nearest Neighbors\n\n3. Decision Tree Classifier\n\n4. Random Forest Classifier\n\n5. Naive Bayes Classifier\n\n6. Support Vector Machines\n\n## About me\n\n- [LinkedIn](https://github.com/arnabd64/resume/blob/main/linkedin.com/in/arnab-dhar)\n\n- [GitHub](https://github.com/arnabd64)\n\n- [Resume on GitHub](https://github.com/arnabd64/resume)","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Farnabd64%2Fclassifier-comparison-1","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Farnabd64%2Fclassifier-comparison-1","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Farnabd64%2Fclassifier-comparison-1/lists"}