Yelp Dataset Challenge

Case 1: predict star ratings with checkin data

• The problem is formulated as a multi-lable classification problem

• Script: predict_star_rating_with_checkin.ipynb

Case 2: predict star ratings with photo

• The problem is formulated as a multi-lable classification problem

• Script: predict_star_rating_with_photos.ipynb

Execute the scripts in docker

• Type the command in terminal

docker run -it --rm --name ds-jupyter -p 8888:8888 -v [work directory]:/home/jovyan/work jupyter/datascience-notebook

For example:

docker run -it --rm --name ds-jupyter -p 8888:8888 -v /Users/kai/workspace/yelp-dataset-challenge:/home/jovyan/work jupyter/datascience-notebook

• Open a web browser and enter the address which is indicated in the terminal

For example:

http://127.0.0.1:8888/?token=5b02107f343bc4bab3d87e81a9821c70e20be879a9620983