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Sang Putu Sandhyana Yogi
2024-11-29 12:56:24 +07:00
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Predictions/Random Forest/readme.md
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# Folder Information
## Diabetes Prediction - `DONE`
- No EDA
- Using `RandomForestClassifier`, `SMOTE`, `sklearn`, `pandas` libraries
- Attained Accuracy of 75.97%
- Diabetes as Class `1` and No Diabetes as Class `0`
- Precision (Class 0) = **0.84**, Precision (Class 1) = **0.64**
- Recall (Class 0) = **0.77**, Recall (Class 1) = **0.75**
- F1-score (Class 0) = **0.80**, F1-score (Class 1) = **0.69**