{"id":17077398,"url":"https://github.com/govinddixit/bluff-detector","last_synced_at":"2026-06-29T21:01:53.334Z","repository":{"id":100526159,"uuid":"197584708","full_name":"GOVINDDIXIT/Bluff-Detector","owner":"GOVINDDIXIT","description":null,"archived":false,"fork":false,"pushed_at":"2019-07-20T15:25:04.000Z","size":94,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"master","last_synced_at":"2025-08-25T16:37:28.548Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/GOVINDDIXIT.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","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,"zenodo":null}},"created_at":"2019-07-18T12:41:30.000Z","updated_at":"2019-07-20T15:25:06.000Z","dependencies_parsed_at":"2023-03-10T10:02:00.850Z","dependency_job_id":null,"html_url":"https://github.com/GOVINDDIXIT/Bluff-Detector","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/GOVINDDIXIT/Bluff-Detector","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/GOVINDDIXIT%2FBluff-Detector","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/GOVINDDIXIT%2FBluff-Detector/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/GOVINDDIXIT%2FBluff-Detector/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/GOVINDDIXIT%2FBluff-Detector/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/GOVINDDIXIT","download_url":"https://codeload.github.com/GOVINDDIXIT/Bluff-Detector/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/GOVINDDIXIT%2FBluff-Detector/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":34942665,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-26T15:22:16.424Z","status":"online","status_checked_at":"2026-06-29T02:00:05.398Z","response_time":58,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"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":[],"created_at":"2024-10-14T12:14:30.661Z","updated_at":"2026-06-29T21:01:53.329Z","avatar_url":"https://github.com/GOVINDDIXIT.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Bluff Detector\n \n*A Bluff Detector machine learning model based on Polynomial Linear Regression. It can be used to identify the bluff which a new employee can made on his past job salary. The model in input takes an experience level and predict the right salary for a given experience / position level.*\n\n\n### DataSet\n\nDataset consists of 10 entries of the employees salaries based on their experience/position level.\n\nLinear Regression is a machine learning algorithm based on supervised learning. It performs a regression task. Regression models a target prediction value based on independent variables. It is mostly used for finding out the relationship between variables and forecasting. Different regression models differ based on – the kind of relationship between dependent and independent variables, they are considering and the number of independent variables being used.\n\n### Plots\n\n- *Plot of Salary vs position level using simple linear regression*\n\n\u003cimg src=\"polynomial regression/1.png\" height = \"400\" width=\"600\"\u003e\n\n---------------------\n\n- *Plot of Salary vs position level using polynomial linear regression*\n\n\u003cimg src=\"polynomial regression/2.png\" height = \"400\" width=\"600\"\u003e\n\n---------------------\n\n- *Plot of Salary vs position level using polynomial linear regression and high precision*\n\n\u003cimg src=\"polynomial regression/3.png\" height = \"400\" width=\"600\"\u003e\n\n---------------------\n\n- *Plot of Salary vs position level using decision tree*\n\n\u003cimg src=\"decision tree/1.png\" height = \"400\" width=\"600\"\u003e\n\n---------------------\n\n- *Plot of Salary vs position level using random forest with 10 decision tree*\n\n\u003cimg src=\"random forest/1.png\" height = \"400\" width=\"600\"\u003e\n\n---------------------\n\n- *Plot of Salary vs position level using random forest with 100 decision tree*\n\n\u003cimg src=\"random forest/2.png\" height = \"400\" width=\"600\"\u003e\n\n---------------------\n\n- *Plot of Salary vs position level using random forest with 300 decision tree*\n\n\u003cimg src=\"random forest/3.png\" height = \"400\" width=\"600\"\u003e\n\n\n\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgovinddixit%2Fbluff-detector","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fgovinddixit%2Fbluff-detector","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgovinddixit%2Fbluff-detector/lists"}