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  • Stony Brook University
  • New York

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  1. Optimal-Model-Selection-for-Surgical-Units Optimal-Model-Selection-for-Surgical-Units Public

    This project uses patients' surgery data to derive/design the "most effective model" that will predict the survival of patients (in days) after undergoing a particular type of liver operation. Code…

  2. Financial-Crisis-Analysis-of-Selected-Bank-Stocks Financial-Crisis-Analysis-of-Selected-Bank-Stocks Public

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  3. Predicting-Bad-Borrowers-Using-Random-Forest Predicting-Bad-Borrowers-Using-Random-Forest Public

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  4. Breast-Cancer-Prediction__Comparing-4-ML-Algorithms Breast-Cancer-Prediction__Comparing-4-ML-Algorithms Public

    Comparing the accuracy of machine learning algorithms (supervised and unsupervised) in the prediction of breast cancer.

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  5. Principal-Component-Analysis-on-Breast-Cancer-Data Principal-Component-Analysis-on-Breast-Cancer-Data Public

    Determining the optimal number of components (variables) needed to predict breast cancer, using Principal Component Analysis (PCA)

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  6. Markov-Chains-to-Predict-Service-Life-of-Highway-Bridges Markov-Chains-to-Predict-Service-Life-of-Highway-Bridges Public

    This research uses Markov Chain technique to Predict how long a bridge will stand before it would need a major repair or replacement.

    Jupyter Notebook