{"id":22415074,"url":"https://github.com/nitor-infotech-oss/aiml-classification","last_synced_at":"2025-03-27T04:16:59.576Z","repository":{"id":98591696,"uuid":"397568593","full_name":"nitor-infotech-oss/aiml-classification","owner":"nitor-infotech-oss","description":"Classification Algorithms","archived":false,"fork":false,"pushed_at":"2021-08-22T14:28:20.000Z","size":236,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-02-01T09:22:31.042Z","etag":null,"topics":["aiml","catboost","knn-classification","logistic-regression","naive-bayes","random-forest","random-forest-classifier","support-vector-machines"],"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/nitor-infotech-oss.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":"Support Vector Machines.ipynb","governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2021-08-18T10:59:45.000Z","updated_at":"2021-08-26T11:25:06.000Z","dependencies_parsed_at":null,"dependency_job_id":"10205bdf-ad99-498b-8018-d96091e76acc","html_url":"https://github.com/nitor-infotech-oss/aiml-classification","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/nitor-infotech-oss%2Faiml-classification","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/nitor-infotech-oss%2Faiml-classification/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/nitor-infotech-oss%2Faiml-classification/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/nitor-infotech-oss%2Faiml-classification/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/nitor-infotech-oss","download_url":"https://codeload.github.com/nitor-infotech-oss/aiml-classification/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":245779481,"owners_count":20670686,"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":["aiml","catboost","knn-classification","logistic-regression","naive-bayes","random-forest","random-forest-classifier","support-vector-machines"],"created_at":"2024-12-05T15:11:03.896Z","updated_at":"2025-03-27T04:16:59.542Z","avatar_url":"https://github.com/nitor-infotech-oss.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"## aiml-classification\n\nThe Classification algorithm is a Supervised Learning technique that is used to identify the category of new observations on the basis of training data. In Classification, a program learns from the given dataset or observations and then classifies new observation into a number of classes or groups\n\n\n\n\n\n \n- [Decision_Tree_Classification](https://github.com/nitor-infotech-oss/aiml-classification/blob/main/Decision_Tree_Classification.ipynb)\n- [Decision_Tree_Classification Dataset](https://github.com/nitor-infotech-oss/aiml-classification/blob/main/Social_Network_Ads.csv)\n- [Logistic Regression](https://github.com/nitor-infotech-oss/aiml-classification/blob/main/Logistic%20Regression.ipynb)\n- [Logistic Regression Dataset](https://github.com/nitor-infotech-oss/aiml-classification/blob/main/Social_Network_Ads.csv)\n- [Random_Forest_Classification](https://github.com/nitor-infotech-oss/aiml-classification/blob/main/Random_Forest_Classification.ipynb)\n- [Random_Forest_Classification Dataset](https://github.com/nitor-infotech-oss/aiml-classification/blob/main/Social_Network_Ads.csv)\n- [Support Vector Machines](https://github.com/nitor-infotech-oss/aiml-classification/blob/main/Support%20Vector%20Machines.ipynb)\n- [Support Vector Machines Dataset](https://github.com/nitor-infotech-oss/aiml-classification/blob/main/Social_Network_Ads.csv)\n- [Naive Bayes](https://github.com/nitor-infotech-oss/aiml-classification/blob/main/Naive%20Bayes.ipynb)\n- [Naive Bayes Dataset](https://github.com/nitor-infotech-oss/aiml-classification/blob/main/Social_Network_Ads.csv) \n- [KNN](https://github.com/nitor-infotech-oss/aiml-classification/blob/main/KNN.ipynb)\n- [KNN Dataset](https://github.com/nitor-infotech-oss/aiml-classification/blob/main/Social_Network_Ads.csv) \n- [CatBoost](https://github.com/nitor-infotech-oss/aiml-classification/blob/main/CatBoost.ipynb)\n- [CatBoost Dataset](https://github.com/nitor-infotech-oss/aiml-classification/blob/main/Data.csv)\n \n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnitor-infotech-oss%2Faiml-classification","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fnitor-infotech-oss%2Faiml-classification","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnitor-infotech-oss%2Faiml-classification/lists"}