https://github.com/pejpero/classification_regression

https://github.com/pejpero/classification_regression

Last synced: 3 months ago
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• Host: GitHub
• URL: https://github.com/pejpero/classification_regression
• Owner: PejperO
• License: mit
• Created: 2023-06-20T21:33:17.000Z (almost 2 years ago)
• Default Branch: main
• Last Pushed: 2023-08-31T12:08:52.000Z (over 1 year ago)
• Last Synced: 2025-01-12T06:27:34.534Z (4 months ago)
• Language: Python
• Size: 5.86 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Classification_Regression

An application that uses artificial intelligence to predict labels.

The application enables:

* Loading data for model testing

* Data model testing

* Label prediction

It can also save the built model so it is not necessary to build it every time.

## UI

![Image](https://github.com/PejperO/Classification_Regression/assets/64231313/593904dc-22e9-4f39-abd2-3f148699d16d)

![Image](https://github.com/PejperO/Classification_Regression/assets/64231313/67259007-c2dd-4b4b-bbc0-40da355beb66)

![Image](https://github.com/PejperO/Classification_Regression/assets/64231313/da27c735-9c4e-4ea0-8b03-938cbe394e2b)

![Image](https://github.com/PejperO/Classification_Regression/assets/64231313/052f7f1c-f260-4381-b002-a0a572200faf)

## What I Learned

* AI work activities

* Logistic Regression

* GUI - buttons, tables, loading files

* Tkinter

* Joblib

* panda

* scikit-learn

* pickle