Explanatory Model Analysis
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Published By Chapman And Hall/CRC

9780429027192
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Local-dependence and Accumulated-local Profiles

2021 ◽  
pp. 229-246
Author(s):  
Przemyslaw Biecek ◽  
Tomasz Burzykowski
Keyword(s):  
Local Dependence

Introduction to Dataset-level Exploration

2021 ◽  
pp. 171-172
Author(s):  
Przemyslaw Biecek ◽  
Tomasz Burzykowski

Summary of Instance-level Exploration

2021 ◽  
pp. 159-167
Author(s):  
Przemyslaw Biecek ◽  
Tomasz Burzykowski

Do-it-yourself

2021 ◽  
pp. 29-34
Author(s):  
Przemyslaw Biecek ◽  
Tomasz Burzykowski
Keyword(s):  
Do It Yourself

Model Development

2021 ◽  
pp. 17-28
Author(s):  
Przemyslaw Biecek ◽  
Tomasz Burzykowski
Keyword(s):  
Model Development

Model-performance Measures

2021 ◽  
pp. 173-193
Author(s):  
Przemyslaw Biecek ◽  
Tomasz Burzykowski
Keyword(s):  
Performance Measures ◽  
Model Performance

Local Interpretable Model-agnostic Explanations (LIME)

2021 ◽  
pp. 107-123
Author(s):  
Przemyslaw Biecek ◽  
Tomasz Burzykowski
Keyword(s):  
Interpretable Model

Summary of Dataset-level Exploration

2021 ◽  
pp. 263-266
Author(s):  
Przemyslaw Biecek ◽  
Tomasz Burzykowski

Ceteris-paribus Oscillations

2021 ◽  
pp. 141-148
Author(s):  
Przemyslaw Biecek ◽  
Tomasz Burzykowski
Keyword(s):  
Ceteris Paribus

Break-down Plots for Interactions

2021 ◽  
pp. 85-94
Author(s):  
Przemyslaw Biecek ◽  
Tomasz Burzykowski
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