https://github.com/srineogi/automl-classifier

Binary Classification problem. Contains Classifiers from various AutoML libraries such as AutoGluon, FLAML, Lazypredict, & TPOT
https://github.com/srineogi/automl-classifier

autogluon automated-machine-learning automl binary-classification classification flaml lazypredict machine-learning prediction tpot tpot-classifier

Last synced: 8 months ago
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Binary Classification problem. Contains Classifiers from various AutoML libraries such as AutoGluon, FLAML, Lazypredict, & TPOT

• Host: GitHub
• URL: https://github.com/srineogi/automl-classifier
• Owner: SriNeogi
• Created: 2024-12-23T09:56:02.000Z (10 months ago)
• Default Branch: main
• Last Pushed: 2024-12-26T10:49:12.000Z (10 months ago)
• Last Synced: 2025-01-06T10:18:11.271Z (9 months ago)
• Topics: autogluon, automated-machine-learning, automl, binary-classification, classification, flaml, lazypredict, machine-learning, prediction, tpot, tpot-classifier
• Language: Jupyter Notebook
• Homepage:
• Size: 80.1 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# Dataset

Sample_Data_Deals2 containing 6 columns: OrderID, OrderQuantity, OrderValue, Country, Industry & Deal Status. The target variable for binary prediction is Deal Status (Won=1, Lost=0).

# Binary Classification

Classification was done using AutoML libraries 

# Libraries

!pip install tpot

!pip install autogluon

!pip install bokeh

!pip install flaml

!pip install lazypredict

# Contributing

If you'd like to contribute to this project, please open an issue or submit a pull request. Your contributions are greatly appreciated!