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00 Preface
00 Preface
Comments and questions for the preface
01 Introduction to ML
01 Introduction to ML
Comments and questions for chapter 1
02 Modeling Process
02 Modeling Process
Comments and questions for chapter 2
03 Feature & Target Eng
03 Feature & Target Eng
Comments and questions for chapter 3
04 Linear Regression
04 Linear Regression
Comments and questions for chapter 4
05 Logistic Regression
05 Logistic Regression
Comments and questions for chapter 5
06 Regularized Regression
06 Regularized Regression
Comments and questions for chapter 6
07 MARS
07 MARS
Comments and questions for chapter 7
09 Decision Trees
09 Decision Trees
Comments and questions for chapter 9
10 Bagging
10 Bagging
Comments and questions for chapter 10
11 Random Forests
11 Random Forests
Comments and questions for chapter 11
12 GBMs
12 GBMs
Comments and questions for chapter 12
bug
bug
Something isn't working
design
design
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documentation
documentation
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enhancement
enhancement
New content or request
exercises
exercises
Comments and questions regarding chapter exercises
general comments
general comments
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help wanted
help wanted
Extra attention is needed
illustrations
illustrations
Comments on plots, tables, images, and their captions
not reproducible
not reproducible
Code supplied in the book does not execute as illustrated
question
question
Further information is requested
references
references
Missing or additional references for a topic
typo
typo
Something is misspelled or could be stated differently