floydwch / kkbox-data-game-17-06

A Solution (10th, 0.27915 acc) for KKBOX Data Game - 17.06

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.