Hands-On Machine Learning with R
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Published By Chapman And Hall/CRC

9780367816377
Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

Generalized Low Rank Models

2019 ◽  
pp. 359-376
Author(s):  
Brad Boehmke ◽  
Brandon Greenwell
Keyword(s):  
Low Rank ◽  
Low Rank Models

K-Nearest Neighbors

2019 ◽  
pp. 157-173
Author(s):  
Brad Boehmke ◽  
Brandon Greenwell
Keyword(s):  
Nearest Neighbors ◽  
K Nearest Neighbors

Logistic Regression

2019 ◽  
pp. 105-120 ◽  
Author(s):  
Brad Boehmke ◽  
Brandon Greenwell
Keyword(s):  
Logistic Regression

Linear Regression

2019 ◽  
pp. 79-104 ◽  
Author(s):  
Brad Boehmke ◽  
Brandon Greenwell
Keyword(s):  
Linear Regression

Decision Trees

2019 ◽  
pp. 175-190
Author(s):  
Brad Boehmke ◽  
Brandon Greenwell
Keyword(s):  
Decision Trees

Feature & Target Engineering

2019 ◽  
pp. 41-76
Author(s):  
Brad Boehmke ◽  
Brandon Greenwell
Keyword(s):  
Feature Target

Interpretable Machine Learning

2019 ◽  
pp. 305-342 ◽  
Author(s):  
Brad Boehmke ◽  
Brandon Greenwell
Keyword(s):  
Machine Learning ◽  
Interpretable Machine Learning

Deep Learning

2019 ◽  
pp. 247-270
Author(s):  
Brad Boehmke ◽  
Brandon Greenwell
Keyword(s):  
Deep Learning

Regularized Regression

2019 ◽  
pp. 121-140
Author(s):  
Brad Boehmke ◽  
Brandon Greenwell
Keyword(s):  
Regularized Regression
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