This repository provides the source code which is used for creating and analyzing data samples for assignment 1 of Delft University of Technology's course SPM4450 Fundamentals of Data Analytics (15/16).
There are two mains:
- CreateData-class, creates a file with data according to the implemented fw(x)-function. Adds some noise to the points as well.
- Main-class, analyzes input points, performs polynomial regression based on those points and calculates the MSE decomposition of bias and variance per complex model.
Find our report describing the context, setup, results and conclusions here.
Contact can be made here.