https://github.com/govinddixit/bluff-detector

Last synced: about 1 month ago
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Host: GitHub
URL: https://github.com/govinddixit/bluff-detector
Owner: GOVINDDIXIT
License: mit
Created: 2019-07-18T12:41:30.000Z (about 7 years ago)
Default Branch: master
Last Pushed: 2019-07-20T15:25:04.000Z (about 7 years ago)
Last Synced: 2025-08-25T16:37:28.548Z (12 months ago)
Language: Python
Size: 91.8 KB
Stars: 0
Watchers: 0
Forks: 0
Open Issues: 0
Metadata Files:
- Readme: README.md
- License: LICENSE

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README

# Bluff Detector

*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.*

### DataSet

Dataset consists of 10 entries of the employees salaries based on their experience/position level.

Linear 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.

### Plots

- *Plot of Salary vs position level using simple linear regression*