DO WHAT THE FUCK YOU WANT TO PUBLIC LICENSE
Version 2, December 2004
Copyright (C) 2004 Sam Hocevar
Everyone is permitted to copy and distribute verbatim or modified
copies of this license document, and changing it is allowed as long
as the name is changed.
DO WHAT THE FUCK YOU WANT TO PUBLIC LICENSE
TERMS AND CONDITIONS FOR COPYING, DISTRIBUTION AND MODIFICATION
0. You just DO WHAT THE FUCK YOU WANT TO.
- Python >= 3.6
- TensorFlow >= 1.6
- Keras >= 2.0.0
The model is based on Heng-Tze Cheng, et al. Wide & Deep Learning for Recommender Systems (2016)
I used UCI Machine Learning Repository: Adult Data Set as example data.
There are 8 categorical features so I put every one of them into a embedding layer.
And I just put the rest 5 continuous feature into a dense layer and concatenate it with all embedding layers.
Then add some dense layer and before sigmoid layer I concatente the dense layer output with logistic part input.
85.8%