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# -*- coding: utf-8 -*- | |
""" | |
Created on Mon Sep 23 23:16:44 2017 | |
@author: Marios Michailidis | |
This is an example that performs stacking to improve mean squared error | |
This examples uses 2 bases learners (a linear regression and a random forest) | |
and linear regression (again) as a meta learner to achieve the best score. | |
The initial train data are split in 2 halves to commence the stacking. |