https://github.com/nicklasbekkevold/anonymized-dataset-classification

Classifying an unknown data set using ensemble machine learning methods with a focus on exploratory data analysis. This was a part of the course TDT05 - Modern Machine Learning in Practice at NTNU autumn 2021.
https://github.com/nicklasbekkevold/anonymized-dataset-classification

eda ensemble-learning machine-learning ntnu

Last synced: 12 days ago
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Classifying an unknown data set using ensemble machine learning methods with a focus on exploratory data analysis. This was a part of the course TDT05 - Modern Machine Learning in Practice at NTNU autumn 2021.

• Host: GitHub
• URL: https://github.com/nicklasbekkevold/anonymized-dataset-classification
• Owner: nicklasbekkevold
• License: mit
• Created: 2021-10-11T12:59:13.000Z (about 3 years ago)
• Default Branch: main
• Last Pushed: 2022-03-22T08:56:34.000Z (almost 3 years ago)
• Last Synced: 2023-03-03T11:28:49.846Z (almost 2 years ago)
• Topics: eda, ensemble-learning, machine-learning, ntnu
• Language: Jupyter Notebook
• Homepage: https://www.idi.ntnu.no/emner/tdt05/
• Size: 16.7 MB
• Stars: 0
• Watchers: 2
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# TDT05-anonymized-data-set-classification

Classifying an unknown data set using ensemble machine learning methods with a focus on exploratory data analysis. 

This was a part of the course TDT05 - Modern Machine Learning in Practice at NTNU autumn 2021. 

- The full exploratory notebook can be viewed here: [ai-gutta.ipynb](notebooks/ai-gutta.ipynb)

- The final model notebook can be viewed here: [catboost.ipynb](notebooks/catboost.ipynb)