Logistic-Regression-with-Categorical-Predictor-in-Python

Files associated with my Logistic Regression machine learning project

This work is licensed under a Creative Commons Attribution 2.0 Generic License.

The objective is to develop a logistic regression model that predicts whether a student will get admitted based on gpa, gre score and prestige of institution.

Contents

• Objective

• Description of binary.csv Dataset

• Importing Libraries

• Loading Data

• Data preparation(Creating Dummy variables)

• Splitting the data into train and test set using Twinning technique

• Fitting a model using Logistic Regression

• Using the model to predict admit using test dataset

• Model evaluation and accuracy