juanamari94 / FARS

Multi-class logistic regression (using one vs. all) for the FARS dataset

Multi-class logistic regression with the FARS Dataset (with Python 3.5.2), numpy and scikit-learn.

What algorithm does it use?

A Logistic Regression with a 100 iteration limit using a liblinear solver using the one-vs-rest or one-vs-all method for multi-class classification.

How to run?

• Type python3 classifier.py or just python classifier.py if you don't have versioning conflicts.

Where is the output?

In the root folder in the /result/test_set_predictions_output.csv