Applied Predictive Modeling
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Published By Springer New York

9781461468486, 9781461468493
Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

Over-Fitting and Model Tuning

2013 ◽  
pp. 61-92 ◽  
Author(s):  
Max Kuhn ◽  
Kjell Johnson
Keyword(s):  
Model Tuning

Measuring Performance in Regression Models

2013 ◽  
pp. 95-100 ◽  
Author(s):  
Max Kuhn ◽  
Kjell Johnson
Keyword(s):  
Regression Models

Introduction

2013 ◽  
pp. 1-16 ◽  
Author(s):  
Max Kuhn ◽  
Kjell Johnson

Data Pre-processing

2013 ◽  
pp. 27-59 ◽  
Author(s):  
Max Kuhn ◽  
Kjell Johnson

Linear Regression and Its Cousins

2013 ◽  
pp. 101-139 ◽  
Author(s):  
Max Kuhn ◽  
Kjell Johnson
Keyword(s):  
Linear Regression

Factors That Can Affect Model Performance

2013 ◽  
pp. 521-546 ◽  
Author(s):  
Max Kuhn ◽  
Kjell Johnson
Keyword(s):  
Model Performance

A Summary of Grant Application Models

2013 ◽  
pp. 415-418 ◽  
Author(s):  
Max Kuhn ◽  
Kjell Johnson
Keyword(s):  
Grant Application

An Introduction to Feature Selection

2013 ◽  
pp. 487-519 ◽  
Author(s):  
Max Kuhn ◽  
Kjell Johnson
Keyword(s):  
Feature Selection
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