https://github.com/gandhasiri-rahul-mohan/multi-linear-regression-q2-50_startups

Prepare a prediction model for profit of 50_startups data. Do transformations for getting better predictions of profit and make a table containing R^2 value for each prepared model.
https://github.com/gandhasiri-rahul-mohan/multi-linear-regression-q2-50_startups

data-science machine-learning multilinear-regression python

Last synced: 2 days ago
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Prepare a prediction model for profit of 50_startups data. Do transformations for getting better predictions of profit and make a table containing R^2 value for each prepared model.

• Host: GitHub
• URL: https://github.com/gandhasiri-rahul-mohan/multi-linear-regression-q2-50_startups
• Owner: Gandhasiri-Rahul-Mohan
• Created: 2022-12-27T07:36:39.000Z (almost 2 years ago)
• Default Branch: main
• Last Pushed: 2022-12-28T04:17:10.000Z (almost 2 years ago)
• Last Synced: 2023-08-16T19:50:55.480Z (over 1 year ago)
• Topics: data-science, machine-learning, multilinear-regression, python
• Language: Python
• Homepage:
• Size: 5.86 KB
• Stars: 2
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Multi-Linear-Regression-Q2-50_startups

Prepare a prediction model for profit of 50_startups data. Do transformations for getting better predictions of profit and make a table containing R^2 value for each prepared model.

R&D Spend -- Research and devolop spend in the past few years

Administration -- spend on administration in the past few years

Marketing Spend -- spend on Marketing in the past few years

State -- states from which data is collected

Profit  -- profit of each state in the past few years