{"id":32639823,"url":"https://github.com/filippomb/cross-validation-tutorial","last_synced_at":"2025-10-31T02:16:05.615Z","repository":{"id":290976673,"uuid":"970128056","full_name":"FilippoMB/cross-validation-tutorial","owner":"FilippoMB","description":"Introduction to cross-valdation in Machine Learning, with coding examples for supervised classification.","archived":false,"fork":false,"pushed_at":"2025-05-01T17:19:06.000Z","size":1258,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-05-01T17:48:38.855Z","etag":null,"topics":["cross-validation","k-fold-cross-validation","leave-one-out-cross-validation","model-selection","stratified-cross-validation","supervised-learning"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","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/FilippoMB.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,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2025-04-21T14:17:27.000Z","updated_at":"2025-05-01T17:19:10.000Z","dependencies_parsed_at":"2025-05-01T17:58:48.729Z","dependency_job_id":null,"html_url":"https://github.com/FilippoMB/cross-validation-tutorial","commit_stats":null,"previous_names":["filippomb/cross-validation-tutorial"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/FilippoMB/cross-validation-tutorial","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/FilippoMB%2Fcross-validation-tutorial","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/FilippoMB%2Fcross-validation-tutorial/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/FilippoMB%2Fcross-validation-tutorial/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/FilippoMB%2Fcross-validation-tutorial/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/FilippoMB","download_url":"https://codeload.github.com/FilippoMB/cross-validation-tutorial/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/FilippoMB%2Fcross-validation-tutorial/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":281914594,"owners_count":26583095,"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","status":"online","status_checked_at":"2025-10-31T02:00:07.401Z","response_time":57,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"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":["cross-validation","k-fold-cross-validation","leave-one-out-cross-validation","model-selection","stratified-cross-validation","supervised-learning"],"created_at":"2025-10-31T02:15:36.687Z","updated_at":"2025-10-31T02:16:05.609Z","avatar_url":"https://github.com/FilippoMB.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Tutorial: Cross-validation in Machine Learning\n\nThis tutorial gives an introduction to the concept of cross-validation (CV) in Machine Learning.\nThe Jupyter Notebook provides some practical and coding examples of how to use some basic CV techniques in a supervised classification setting.\n\n💻 Notebook:\n[![nbviewer](https://img.shields.io/badge/-View-blue?logo=jupyter\u0026style=flat\u0026labelColor=gray)](https://nbviewer.org/github/FilippoMB/cross-validation-tutorial/blob/main/tutorial.ipynb) or [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/FilippoMB/cross-validation-tutorial/blob/main/tutorial.ipynb)\n\n## 📚 References\n\n- [Scikit-learn](https://scikit-learn.org/stable/modules/cross_validation.html)\n- [Wikipedia](https://en.wikipedia.org/wiki/Cross-validation_(statistics))\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffilippomb%2Fcross-validation-tutorial","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ffilippomb%2Fcross-validation-tutorial","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffilippomb%2Fcross-validation-tutorial/lists"}