maramkhattab/binary_classification

#Getting Started

Installation

Install the dependencies.

pip install -r requirements.txt

Building the model

A random forest model is used for binary classifcation. The model is trained on the training set in "binary_classifier_data" and then saved to "random_forest.pkl". To run the script run the following command

python building_the_model.py

Running the tests

To test the classifier using the validation set in "binary_classifier_data" folder

python classifier.py 

To test the classifier using a different test set

python classifier.py  FILE_PATH