{"id":13829431,"url":"https://github.com/mathewyang/Wisconsin-Breast-Cancer","last_synced_at":"2025-07-09T09:33:19.602Z","repository":{"id":216972205,"uuid":"113884851","full_name":"mathewyang/Wisconsin-Breast-Cancer","owner":"mathewyang","description":"Classifying Breast Cancer Tumors","archived":false,"fork":false,"pushed_at":"2018-01-11T05:42:54.000Z","size":2405,"stargazers_count":3,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2024-08-04T10:01:25.840Z","etag":null,"topics":["breast-cancer-prediction","breast-cancer-wisconsin","logisitic-regression","svm","svm-classifier"],"latest_commit_sha":null,"homepage":"","language":"HTML","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/mathewyang.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":"SupportVectorClassification.R","governance":null,"roadmap":null,"authors":null,"dei":null}},"created_at":"2017-12-11T16:55:28.000Z","updated_at":"2020-03-13T05:57:53.000Z","dependencies_parsed_at":null,"dependency_job_id":"7f0835ce-6bea-4339-b683-7faf1ae10cdf","html_url":"https://github.com/mathewyang/Wisconsin-Breast-Cancer","commit_stats":null,"previous_names":["mathewyang/wisconsin-breast-cancer"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mathewyang%2FWisconsin-Breast-Cancer","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mathewyang%2FWisconsin-Breast-Cancer/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mathewyang%2FWisconsin-Breast-Cancer/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mathewyang%2FWisconsin-Breast-Cancer/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mathewyang","download_url":"https://codeload.github.com/mathewyang/Wisconsin-Breast-Cancer/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":225533015,"owners_count":17484179,"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":["breast-cancer-prediction","breast-cancer-wisconsin","logisitic-regression","svm","svm-classifier"],"created_at":"2024-08-04T10:00:36.589Z","updated_at":"2024-11-20T10:30:43.154Z","avatar_url":"https://github.com/mathewyang.png","language":"HTML","funding_links":[],"categories":["Code"],"sub_categories":["Repositories"],"readme":"# Wisconsin-Breast-Cancer\nClassifying benign and malignant breast tumor cells.\n\nThis is a project using the Wisconsin Breast Cancer (Diagnostic) dataset from the UCI Machine Learning Repository.\nlink: https://archive.ics.uci.edu/ml/datasets/Breast+Cancer+Wisconsin+(Diagnostic) \n\nI will compare different machine learning models (Logistic Regression, Support Vector Machines) to see what would provide the best classification results in differentiating malignant tumors from benign tumors. \n\n\nTO DO: \nCross Validation\nROC Curves\nMatthews Correlation Comparison\nExploratory Data Analysis Step","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmathewyang%2FWisconsin-Breast-Cancer","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmathewyang%2FWisconsin-Breast-Cancer","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmathewyang%2FWisconsin-Breast-Cancer/lists"}