https://github.com/qtle3/support-vector-regression

This project implements Support Vector Regression (SVR) to predict the salary of an employee based on their position level. The script uses a dataset that contains position levels and corresponding salaries, applying feature scaling to improve the performance of the SVR model. The results are visualized to show how well the model fits the data.
https://github.com/qtle3/support-vector-regression

data-visualization feature-scaling gaussian-kernel inverse-transform-method support-vector-regression

Last synced: 1 day ago
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This project implements Support Vector Regression (SVR) to predict the salary of an employee based on their position level. The script uses a dataset that contains position levels and corresponding salaries, applying feature scaling to improve the performance of the SVR model. The results are visualized to show how well the model fits the data.

• Host: GitHub
• URL: https://github.com/qtle3/support-vector-regression
• Owner: qtle3
• Created: 2024-08-20T04:55:06.000Z (3 months ago)
• Default Branch: main
• Last Pushed: 2024-08-21T04:59:19.000Z (3 months ago)
• Last Synced: 2024-08-22T04:55:12.671Z (3 months ago)
• Topics: data-visualization, feature-scaling, gaussian-kernel, inverse-transform-method, support-vector-regression
• Language: Python
• Homepage:
• Size: 7.81 KB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Support: support_vector_regression.py

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