HinsZei / Credit-Approval

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Credit Approval

A proper procedure that is created for being familiar with machine learning methodology using a dataset related customer credit estimation.

As a early project which has contributed to my understanding of some traps and tricks in machine learning, the steps are relatively simple, including data processing, training and evaluation.

Issues

During that period, I didn't figure out the concept of data leakage and different solvers, so some operations are not attempted, like by splitting test-train before any data processing (except cleaning), and a function that compares solvers(“newton-cg”, “lbfgs”, and “sag”).

In this case, only Logistic Regression is implemented now.

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Language:Python 100.0%