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# Monthly Archives: September 2017

## How Random Forests improve simple Regression Trees?

By Gabriel Vasconcelos Regression Trees In this post I am going to discuss some features of Regression Trees an Random Forests. Regression Trees are know to be very unstable, in other words, a small change in your data may drastically … Continue reading

Posted in R
Tagged Bagging, insightr, Machine Learning, R, R blog, Random Forest, Regresson Tree
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## R Course in Rio de Janeiro

R Course in Rio de Janeiro We are preparing an R for Data-Science course (direct link here) in partnership with the IBPAD (Brazilian Institute of Research and Data Analysis). It is a great course for those who want to have … Continue reading

## Combining and comparing models using Model Confidence Set

By Gabriel Vasconcelos In many cases, especially if you are dealing with forecasting models, it is natural to use a large set of models to forecast the same variable and then select the best model using some error measure. For … Continue reading