{"id":20651282,"url":"https://github.com/bhattbhavesh91/k_means_iris_dataset","last_synced_at":"2026-03-06T15:32:08.358Z","repository":{"id":56590353,"uuid":"99197363","full_name":"bhattbhavesh91/k_means_iris_dataset","owner":"bhattbhavesh91","description":"KMeans Clustering for IRIS Dataset Classification","archived":false,"fork":false,"pushed_at":"2021-05-29T12:55:28.000Z","size":168,"stargazers_count":23,"open_issues_count":1,"forks_count":26,"subscribers_count":4,"default_branch":"master","last_synced_at":"2025-04-18T14:09:20.167Z","etag":null,"topics":["classifications","clustering","iris-dataset","k-means-clustering","k-means-implementation-in-python","kmeans-clustering","python"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"gpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/bhattbhavesh91.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":".github/FUNDING.yml","license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null},"funding":{"custom":["https://www.buymeacoffee.com/bhattbhavesh91"]}},"created_at":"2017-08-03T06:14:43.000Z","updated_at":"2024-07-12T13:04:32.000Z","dependencies_parsed_at":"2022-08-15T21:31:13.935Z","dependency_job_id":null,"html_url":"https://github.com/bhattbhavesh91/k_means_iris_dataset","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/bhattbhavesh91/k_means_iris_dataset","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bhattbhavesh91%2Fk_means_iris_dataset","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bhattbhavesh91%2Fk_means_iris_dataset/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bhattbhavesh91%2Fk_means_iris_dataset/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bhattbhavesh91%2Fk_means_iris_dataset/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/bhattbhavesh91","download_url":"https://codeload.github.com/bhattbhavesh91/k_means_iris_dataset/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bhattbhavesh91%2Fk_means_iris_dataset/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":30183469,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-03-06T14:42:24.748Z","status":"ssl_error","status_checked_at":"2026-03-06T14:42:14.925Z","response_time":250,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.6:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"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":["classifications","clustering","iris-dataset","k-means-clustering","k-means-implementation-in-python","kmeans-clustering","python"],"created_at":"2024-11-16T17:26:45.277Z","updated_at":"2026-03-06T15:32:08.334Z","avatar_url":"https://github.com/bhattbhavesh91.png","language":"Jupyter Notebook","funding_links":["https://www.buymeacoffee.com/bhattbhavesh91"],"categories":[],"sub_categories":[],"readme":"## K Means clustering for IRIS Dataset Classification\n\n**If you like my work, you can support me by buying me a coffee by clicking the link below**\n\n\u003ca href=\"https://www.buymeacoffee.com/bhattbhavesh91\" target=\"_blank\"\u003e\u003cimg src=\"https://www.buymeacoffee.com/assets/img/custom_images/orange_img.png\" alt=\"Buy Me A Coffee\" style=\"height: 41px !important;width: 174px !important;box-shadow: 0px 3px 2px 0px rgba(190, 190, 190, 0.5) !important;-webkit-box-shadow: 0px 3px 2px 0px rgba(190, 190, 190, 0.5) !important;\" \u003e\u003c/a\u003e\n\nK Means clustering is an unsupervised machine learning algorithm. An example of a supervised learning algorithm can be seen when looking at Neural Networks where the learning process involved both the inputs (x) and the outputs (y). During the learning process the error between the predicted outcome and actual outcome (y) is used to train the system. In an unsupervised method such as K Means clustering the outcome (y) variable is not used in the training process.\n\nIn this example we look at using the IRIS dataset and cover:\n\nImporting the sample IRIS dataset\nConverting the dataset to a Pandas Dataframe\nVisualising the classifications using scatter plots\nSimple performance metrics\n\n# Finding K in K-means Clustering Automatically\n## To view the video\n* [Click here](https://youtu.be/IEBsrUQ4eMc)\n* Click on the image below\n\n[![Finding K in K-means Clustering Automatically](http://img.youtube.com/vi/IEBsrUQ4eMc/0.jpg)](http://www.youtube.com/watch?v=IEBsrUQ4eMc)\n\n### Want to know more about me?\n## Follow Me\n\u003ca href=\"https://twitter.com/_bhaveshbhatt\" target=\"_blank\"\u003e\u003cimg class=\"ai-subscribed-social-icon\" src=\"https://bhattbhavesh91.github.io/assets/images/tw.png\" width=\"30\"\u003e\u003c/a\u003e\n\u003ca href=\"https://www.youtube.com/bhaveshbhatt8791/\" target=\"_blank\"\u003e\u003cimg class=\"ai-subscribed-social-icon\" src=\"https://bhattbhavesh91.github.io/assets/images/ytb.png\" width=\"30\"\u003e\u003c/a\u003e\n\u003ca href=\"https://www.youtube.com/PythonTricks/\" target=\"_blank\"\u003e\u003cimg class=\"ai-subscribed-social-icon\" src=\"https://bhattbhavesh91.github.io/assets/images/python_logo.png\" width=\"30\"\u003e\u003c/a\u003e\n\u003ca href=\"https://github.com/bhattbhavesh91\" target=\"_blank\"\u003e\u003cimg class=\"ai-subscribed-social-icon\" src=\"https://bhattbhavesh91.github.io/assets/images/gthb.png\" width=\"30\"\u003e\u003c/a\u003e\n\u003ca href=\"https://www.linkedin.com/in/bhattbhavesh91/\" target=\"_blank\"\u003e\u003cimg class=\"ai-subscribed-social-icon\" src=\"https://bhattbhavesh91.github.io/assets/images/lnkdn.png\" width=\"30\"\u003e\u003c/a\u003e\n\n\u003ch3 align=\"center\"\u003eShow your support by starring the repository 🙂\u003c/h3\u003e\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbhattbhavesh91%2Fk_means_iris_dataset","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fbhattbhavesh91%2Fk_means_iris_dataset","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbhattbhavesh91%2Fk_means_iris_dataset/lists"}