ohashioji / PredictingCreditDefaultML

Machine Learning model attempting to predict the likelihood of credit default for a given customer.

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Prediciting Credit Default with Machine Learning

This notebook is based on the data set used in the academic paper: "The comparisons of data mining techniques for the predictive accuracy of probability of default of credit card clients. (Yeh I. C. & Lien C. H.,2009)"

By developing additional data set features and utilizing both logistic regression and a stochastic gradient descent neural model, we attempt to predict the likelihood a given credit card client will default on their credit payment in the coming month.

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Machine Learning model attempting to predict the likelihood of credit default for a given customer.


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