A Solution (10th, 0.27915 acc) for KKBOX Data Game - 17.06
Method
This solution is an ensemble MLP which uses following features:
- last_movie_time
- prefers
- event_time_max
- event_time_hour
- event_time_weekday
- total_watch_time
To learn more about the feature definition, please reading task/feature.py.
Reproduce
Extract Files
Extract files from download/assets.17.06.zip to data.
Install Dependencies
pip install -r requirements.txt
Segment Data
python -m task.segment
Extract Features
python -m task.extract
Train and Predict
python -m task.train -- and find the generated submission file in submission dir.