updatng week 46

2020-11-08 22:39:43 +01:00
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-TITLE: Week 46: Support Vector Machines
+TITLE: Week 46: Gradient Boosting Summary and Support Vector Machines
 AUTHOR: Morten Hjorth-Jensen {copyright, 1999-present|CC BY-NC} at Department of Physics, University of Oslo & Department of Physics and Astronomy and National Superconducting Cyclotron Laboratory, Michigan State University
 DATE: today

+!split
+===== Overview of week 46 =====
+
+* _Thursday_: Summary of Gradient Boosting and further examples of applications.
+* _Friday_: Support Vector Machines, classification and regression
+
+
+Geron's chapter 5. Chapter 12 (sections 12.1-12.3 are the most relevant ones)  of Hastie et al contains also a good discussion.
+
+"Overview of Support Vector Machines":"https://www.youtube.com/watch?v=efR1C6CvhmE&ab_channel=StatQuestwithJoshStarmer". see also "this video":"https://www.youtube.com/watch?v=N1vOgolbjSc&ab_channel=AliceZhao".
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+
+
 !split
 ===== Support Vector Machines, overarching aims  =====

@@ -1141,3 +1154,5 @@ With  the slack constants this leads to the additional constraint $0\leq \lambda
 _code will be added_


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