https://github.com/dimitriskatos/health_stroke_prediction
Prediction possible strokes using RandomForest and PCA
https://github.com/dimitriskatos/health_stroke_prediction
cleaning-data pca prediction random-forest-classifier smote
Last synced: 27 days ago
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Prediction possible strokes using RandomForest and PCA
- Host: GitHub
- URL: https://github.com/dimitriskatos/health_stroke_prediction
- Owner: DimitrisKatos
- Created: 2024-05-03T10:27:56.000Z (12 months ago)
- Default Branch: main
- Last Pushed: 2024-05-03T10:39:42.000Z (12 months ago)
- Last Synced: 2025-02-12T14:17:36.026Z (3 months ago)
- Topics: cleaning-data, pca, prediction, random-forest-classifier, smote
- Language: Jupyter Notebook
- Homepage:
- Size: 117 KB
- Stars: 2
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# Health stroke predictions.
In this repository we will try to predict stroke based on providen data.
We will use RandomForest classifier and will also use SMOTE and PCA.
You can also see the notebook in Kaggle in the [link](https://www.kaggle.com/code/dimitriskatos/accuracy-0-89-with-randomforest-and-smote/notebook).