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Developed a system to predict diabetes based only on physical measurements and hbA1c(Hemoglobin) values. Handled very sparse and imbalanced data using packages like Rose for under and over sampling as well as Boruta for feature selection. Deployed as well as tuned hyperparameters of several supervised models like Logistic Regression, Support Ve…
jerryadamsfranklin/Diabetes-prediction-using-R
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Developed a system to predict diabetes based only on physical measurements and hbA1c(Hemoglobin) values. Handled very sparse and imbalanced data using packages like Rose for under and over sampling as well as Boruta for feature selection. Deployed as well as tuned hyperparameters of several supervised models like Logistic Regression, Support Ve…
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