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Andi Osika's Projects

andiosika.github.io icon andiosika.github.io

Non-profit and operations analyst learning as much as she can about data science theory and application in hopes to one day use her superpowers for good.

binomial-classification-ranom-forest-hyper-imbalance icon binomial-classification-ranom-forest-hyper-imbalance

Using binomial classification to predict COVID-19 infection on a large dataset (>618K samples) with extreme imbalance and minority class (.13% of samples) as target. The final iteration is a manually tuned random forsest classifier with >95% accuracy and >64% recall.

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