example logistic regresssion

Example Script: logistic_regression_example.py

This script demonstrates how to use the LogisticRegression class from the SciREX library to perform classification on the Iris dataset.

The example includes

• Loading the Iris dataset using sklearn.datasets
• Preprocessing the data
• Splitting the data into train and test sets
• Running the Logistic Regression classifier
• Evaluating and visualizing the results

Dependencies

• numpy
• pandas
• matplotlib
• scikit-learn
• scirex.core.ml.supervised.classification.logistic_regression

Authors

• Protyush P. Chowdhury (protyushc@iisc.ac.in)

Version Info

• 28/Dec/2024: Initial version