https://github.com/ironvenom/pulsar-classification

Implementation of various classification models for Pulsar Classification.
https://github.com/ironvenom/pulsar-classification

classification-models ensemble-classifier python sklearn

Last synced: 2 days ago
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Implementation of various classification models for Pulsar Classification.

• Host: GitHub
• URL: https://github.com/ironvenom/pulsar-classification
• Owner: IronVenom
• Created: 2021-08-28T05:59:31.000Z (over 3 years ago)
• Default Branch: main
• Last Pushed: 2021-08-28T06:35:28.000Z (over 3 years ago)
• Last Synced: 2024-11-21T15:36:01.716Z (2 months ago)
• Topics: classification-models, ensemble-classifier, python, sklearn
• Language: Jupyter Notebook
• Homepage:
• Size: 777 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Pulsar-Classification

Implemented various classification models (KNN, SVM, Naive Bayes, Decision Tree and Random Forest) for pulsar classification. Built an ensemble classifier using the stack generalization method with the former five models as the base models and a Logistic Regression Classifier as the meta model and achieved an overall accuracy of 98.25%.