/gunosy_coding_task

gunosy_coding_task

Primary LanguagePython

Build Status

To get the image

Tutorial

To launch the website

docker-compose build 
docker-compose up

Ctl+c to stop running the server.

To collect data from a website

docker-compose run webapp python manage.py collect_data

To train the model

docker-compose run webapp python manage.py train 

This will output the accuracy of a classifier using the test dataset Now run docker-compose up again to launch the website

Accuracy

Accuracy: Naive Bayes ... 0.74167 Accuracy: Random Forest ... 0.82083