SAS Tutorial | How to train forest models in SAS

In this SAS How To Tutorial, Cat Truxillo shows you how to train forest models in SAS. There are multiple ways to train forest models. Cat will show you how to train a forest using two different point-and-click methods. The first method uses SAS Visual Analytics while in the second example, Cat trains a forest in Model Studio, using SAS Viya. Before diving into the examples of how to create a forest model, Cat explains random forest and answers the question “what are random forests?”.

Download Data Files
Bank data can be found in the free trial of SAS Visual Data Mining and Machine Learning – https://www.sas.com/en_us/trials.html

Chapters
00:00 – Intro
00:32 – Random Forest Explained
01:10 – Create a Forest Model using Visual Statistics
03:35 – Commonly asked question: “How do I point at my partition variable if I already have a partition variable?”
04:20 – Pro Tip: Measure variable need to be identified to Visual Analytics as a Category
05:20 – Forest Model Options
07:18 – Adjusting the Model
09:03 – Create a Forest Model in Model Studio, using SAS Viya
10:40 – Forest Model Options
11:25 – Model Results Explored

Learn more about SAS Software
◉ Tip: Getting the Most from your Random Forest – https://communities.sas.com/t5/SAS-Co...
◉ Decision Trees, Boosting Trees, and Random Forests: A Side-by-Side Comparison –    • Видео  
◉ SAS Enterprise Miner – Random Forest Demo – https://video.sas.com/detail/video/38...
◉ K-means Clustering Algorithm video –    • SAS Tutorial | K-means Clustering Alg...  
Interpreting Machine Learning Models in SAS video –    • SAS Tutorial | Interpreting Machine L...  
◉ Ask the Expert On-Demand Webinar: How Do I Get Started with SAS Visual Data Mining and Machine Learning? – https://www.sas.com/en_us/webinars/ge...


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