{"id":16556493,"url":"https://github.com/vatshayan/b.tech-project-cancer-predication-system","last_synced_at":"2026-06-07T19:32:33.705Z","repository":{"id":111231815,"uuid":"299011475","full_name":"Vatshayan/B.tech-Project-Cancer-predication-System","owner":"Vatshayan","description":"Cancer Prediction System Project Developed through a Machine learning approach.","archived":false,"fork":false,"pushed_at":"2020-10-10T20:18:52.000Z","size":15,"stargazers_count":0,"open_issues_count":1,"forks_count":0,"subscribers_count":3,"default_branch":"master","last_synced_at":"2025-01-15T07:29:06.020Z","etag":null,"topics":["btech","btechfinalyear","cancer","collegeproject","csv","data","data-science","data-structures","datas","datasets","final-project","finalyear","india","machinelearning","project","python","python-3"],"latest_commit_sha":null,"homepage":"","language":"Python","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/Vatshayan.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":"2020-09-27T10:54:41.000Z","updated_at":"2023-01-19T06:36:18.000Z","dependencies_parsed_at":"2023-03-25T21:05:50.391Z","dependency_job_id":null,"html_url":"https://github.com/Vatshayan/B.tech-Project-Cancer-predication-System","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/Vatshayan%2FB.tech-Project-Cancer-predication-System","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Vatshayan%2FB.tech-Project-Cancer-predication-System/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Vatshayan%2FB.tech-Project-Cancer-predication-System/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Vatshayan%2FB.tech-Project-Cancer-predication-System/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Vatshayan","download_url":"https://codeload.github.com/Vatshayan/B.tech-Project-Cancer-predication-System/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":241929206,"owners_count":20043954,"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":["btech","btechfinalyear","cancer","collegeproject","csv","data","data-science","data-structures","datas","datasets","final-project","finalyear","india","machinelearning","project","python","python-3"],"created_at":"2024-10-11T20:04:52.492Z","updated_at":"2026-06-07T19:32:33.633Z","avatar_url":"https://github.com/Vatshayan.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Prostate Cancer Prediction Using Machine learning \n\nThis Project Can be used in B.tech/B.E Colleges students for Minor and Major project work. \n\n97 Men Data has been taken that tells about the level of prostate-specfic antigen and also a number of clinical measures \nStudy is about the relationship between the prostate-specific antigen (psa) and the clinical measures standing for predictor variables. \n\nThe data frame consists in 97 observations on 8 predictor variables and the response variable (lpsa).\n\nThe prediction modelling is achieved with regression models. \n\nWe will applly different regression model on this Data like -\n\n1. Ridge regression\n2. Lasso\n3. Elastic Net\n\nWe will study the influence of regularization on the model.\n\n***********************************************************************************************************************************************************\n\nHello Viewer :-)\n\n### Contact me Now (Vatshayan007@gmail.com) for this full Project Code, PPT, Report, Synopsis, Video Presentation and Research paper of this Project.\n##### Feel free to contact me for any kind of help on projects related to Machine Learning, Data Science, Cryptography, DIP, Web technologies and Cloud.\n\nIf you are not able to Understand this Great Project then Mail me now, I will explain every details and description to you very easily. Mail me Now !!\n\n#### I Usually reply Mails in minutes. Waiting for your Doubts!\n\nThis Project is very easy to Understand, Implement and Interesting ! (It's fully Python programming Project)\n\nLets Join, Learn and Grow together !!!!\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fvatshayan%2Fb.tech-project-cancer-predication-system","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fvatshayan%2Fb.tech-project-cancer-predication-system","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fvatshayan%2Fb.tech-project-cancer-predication-system/lists"}