Situation: join competition project to build a process with real-world data
Task:build a complete process from load data to build model and produce
output as well as possible in two weeks.
Action:Try to combine what I got and learned to build up a Predictive
from scratch. While coming across problem, use all resources I have
to figure it out and solve it.
Result:244/317
Where To Improve:
There are still a lot space to improve, such as more detail about EDA, different aspect to deal with the predict problem, a more suitable index to measure model, clustering customer by more important feature and so on.