Logistic Regression Implementation

Implement the logistic regression.

We'll cover the following

It's time to implement what we have learned and see how logistic regression can be used in business.

The data and its overview

We can think about a college’s decision to shortlist the applicants for admission based on their GRE or GPA. The college offers some specializations; the codes are in the field column. We are trying to keep it simple and are considering only a few columns.

  • gre: The GRE score of the applicant.

  • gpa: The GPA of the applicant.

  • field: The field of study for which the student has applied to.

  • admit: The target column with binary 1-0 outcomes showing if the student was successful or not.

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