About

A few words about us

Our team is constituted of five hard-working studentsCollaboration is the key to our work

The allocation of the work

We have a explicit division of the job for everyone

Our work is divided into two parts: front-end and back-end. As for back-end, it is mainly about the algorithm that will offer us the help to make the prediction. This is a mathematical algorithm. We collect the data we need to use, after that we can predict the fault severity via the algorithm. When it comes to the front-end, we not only show the fault severity on the webpage, but also mark the location of the user on map. In short, we realize the function of the transmission of the data from back-end to front-end, successfully making the connection. This is an overview of the job.

The specific division

Front-end Work

The work of the front-end is concerned with the development of webpage. Our webpage is constituted of five pages: Home; About; Prediction; Product; Events. "Home" is about some basic information of our webpage. "About" is something about our work and team members. "Prediction" is about the algorithm. "Product" is the core of our work. "Events" concerns the difficulties. After we create the webpage, we are supposed to make a connection between the front-end and the back-end in order to achieve the transmission of the data.

Back-end Work

The work of the back-end is about building the mathemetical algorithm which can offer us the help to accurately make the prediction. As for the mathemetical algorithm, we are using Random Forest, which is a classifier containing multiples of decision trees and the type of the output is determined by the mode of the type of output of the unique trees. Random Forest can be a very accurate classifier. It's able to deal with a big amount of input variables as well as to balance the errors for the unbalanced data.