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polycystic-ovary-syndrome

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skinan / Improved-Sampling-and-Feature-Selection-to-Support-Extreme-Gradient-Boosting-For-PCOS-Diagnosis

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This project is a part of the research on PolyCystic Ovary Syndrome Diagnosis using patient history datasets through statistical feature selection and multiple machine learning strategies. The aim of this project was to identify the best possible features that strongly classifies PCOS in patients of different age and conditions.

data-science machine-learning xgboost data-cleaning smote gradient-boosting oversampling undersampling smote-sampling pcos edited-nearest-neighbors polycystic-ovary-syndrome
  • Updated Apr 19, 2022
  • Jupyter Notebook

Rizwan-Hasan / Improved-Sampling-and-Feature-Selection-to-Support-Extreme-Gradient-Boosting-For-PCOS-Diagnosis

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This project is a part of the research on PolyCystic Ovary Syndrome Diagnosis using patient history datasets through statistical feature selection and multiple machine learning strategies. The aim of this project was to identify the best possible features that strongly classifies PCOS in patients of different age and conditions.

data-science machine-learning xgboost data-cleaning smote gradient-boosting oversampling undersampling smote-sampling pcos edited-nearest-neighbors polycystic-ovary-syndrome
  • Updated Apr 26, 2021
  • Jupyter Notebook

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