https://github.com/ahmedabdalkreem/diabetes
Complete project of people that have diabetes and show what features that explain that person be sick.
https://github.com/ahmedabdalkreem/diabetes
bagging-ensemble classification descision-tree ensemble logistic-regression matplotlib numpy pandas python3 sklearn svm voting-classifier
Last synced: 2 months ago
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Complete project of people that have diabetes and show what features that explain that person be sick.
- Host: GitHub
- URL: https://github.com/ahmedabdalkreem/diabetes
- Owner: AhmedAbdAlkreem
- Created: 2023-02-25T10:13:05.000Z (about 2 years ago)
- Default Branch: main
- Last Pushed: 2023-02-25T10:20:30.000Z (about 2 years ago)
- Last Synced: 2025-01-16T18:35:15.100Z (4 months ago)
- Topics: bagging-ensemble, classification, descision-tree, ensemble, logistic-regression, matplotlib, numpy, pandas, python3, sklearn, svm, voting-classifier
- Language: Jupyter Notebook
- Homepage:
- Size: 114 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# Diabetes
Complete project of people that have diabetes and show what featuers that explan that person be sick.
In code include:
1) Read datset and show it.
2) Deal with dataset and delete any noise in dataset.
3) Make scaling to dataset.
4) Splitting dataset to train, validataion and testing.
5) Use alot of model to know the best model.
6) Use model such as logistic, DecisionTree, bagging and Voting.
7) Use model svm and almost types of ensemble model.
8) Take the best model and test it.
9) save the best_model.