{"id":25900681,"url":"https://github.com/singh-dhruv/data-visualization-with-accuracy-metrics","last_synced_at":"2025-07-02T02:03:19.197Z","repository":{"id":248446020,"uuid":"828694839","full_name":"singh-dhruv/Data-Visualization-with-Accuracy-metrics","owner":"singh-dhruv","description":"Welcome to this repository! Here we loaded the iris_dataset , upon training, testing and perform operations on it resulted in beautiful data visualizations along with accuracy metrics. Data Visualization and accuracy metrics are provided for some of the models that are used.","archived":false,"fork":false,"pushed_at":"2025-01-13T15:07:05.000Z","size":877,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-03-03T02:18:03.768Z","etag":null,"topics":["accuracy-metrics","data-visualization","hyperparameter-optimization","knn-model","logistic-regression","svm-model"],"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/singh-dhruv.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":"2024-07-14T23:18:58.000Z","updated_at":"2025-01-13T15:49:06.000Z","dependencies_parsed_at":"2024-07-15T01:29:29.423Z","dependency_job_id":"7a4a61e3-4b7a-46ec-bb2b-c8d26020777e","html_url":"https://github.com/singh-dhruv/Data-Visualization-with-Accuracy-metrics","commit_stats":null,"previous_names":["singh-dhruv/data-visualization-with-accuracy-metrics"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/singh-dhruv/Data-Visualization-with-Accuracy-metrics","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/singh-dhruv%2FData-Visualization-with-Accuracy-metrics","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/singh-dhruv%2FData-Visualization-with-Accuracy-metrics/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/singh-dhruv%2FData-Visualization-with-Accuracy-metrics/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/singh-dhruv%2FData-Visualization-with-Accuracy-metrics/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/singh-dhruv","download_url":"https://codeload.github.com/singh-dhruv/Data-Visualization-with-Accuracy-metrics/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/singh-dhruv%2FData-Visualization-with-Accuracy-metrics/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":263061406,"owners_count":23407606,"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":["accuracy-metrics","data-visualization","hyperparameter-optimization","knn-model","logistic-regression","svm-model"],"created_at":"2025-03-03T02:18:05.518Z","updated_at":"2025-07-02T02:03:19.172Z","avatar_url":"https://github.com/singh-dhruv.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"Data Visualization and Accuracy Metrics\n\nThis analysis shows:\n* How to graphically visualize your dataset using iris_dataset\n* How to calculate Accuracy score using multiple models.\n* How to compare the score across multiple models\n\nHighlights\n\n* Load Dataset\n* Data Inspection\n* Data Inspection\n* Some EDA with Iris_df\n* Split the DataFrame into features and response\n* Perform 10-fold Cross Validation\n* Build Models\n* Hyperparameter Optimization\n - Decision Tree Classifier\n - Rain Forest Classifier\n - Logistic Regression\n - KNN\n - SVM \n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsingh-dhruv%2Fdata-visualization-with-accuracy-metrics","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsingh-dhruv%2Fdata-visualization-with-accuracy-metrics","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsingh-dhruv%2Fdata-visualization-with-accuracy-metrics/lists"}