Updates on 2017/03/22:
According to our talk with professor Mani, we revised several mistakes and improved our work in the following ways:
1. Problematic test-train split is fixed
2. Add f1-score, confusion matrix and features importance analysis to our project.
3. Test our model on house#1 ~ house#5 to show generalization of our model.