Classification in Health Care

Project Description:

Try to find the best accuracy model to predict the "outcome"

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Solutions:

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• Try to understand the different variables using some statistical measures and some visualization tools.

• Make the prediction of "outcome" column with 4 classification models.

• Optimize the models for the parameters and try to find the model with best accuracy.

• Identify the four most important predictors according to the best decision tree model.

• Create a new decision tree model that uses only those four variables as predictors, and try to make better accuracy.

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Click Here to see the dataset, some interesting findins and Jupyter Notebooks.