Skip to content

Commit

Permalink
Update Book
Browse files Browse the repository at this point in the history
  • Loading branch information
actions-user committed Aug 21, 2023
1 parent 8a426cf commit 20f9d5a
Show file tree
Hide file tree
Showing 63 changed files with 146 additions and 147 deletions.
4 changes: 2 additions & 2 deletions 404.html
Original file line number Diff line number Diff line change
Expand Up @@ -6,7 +6,7 @@
<meta http-equiv="X-UA-Compatible" content="IE=edge" />
<title>Page not found | Interpretable Machine Learning</title>
<meta name="description" content="Machine learning algorithms usually operate as black boxes and it is unclear how they derived a certain decision. This book is a guide for practitioners to make machine learning decisions interpretable." />
<meta name="generator" content="bookdown 0.34 and GitBook 2.6.7" />
<meta name="generator" content="bookdown 0.35 and GitBook 2.6.7" />

<meta property="og:title" content="Page not found | Interpretable Machine Learning" />
<meta property="og:type" content="book" />
Expand All @@ -23,7 +23,7 @@
<meta name="author" content="Christoph Molnar" />


<meta name="date" content="2023-07-17" />
<meta name="date" content="2023-08-21" />

<meta name="viewport" content="width=device-width, initial-scale=1" />
<meta name="apple-mobile-web-app-capable" content="yes" />
Expand Down
4 changes: 2 additions & 2 deletions acknowledgements.html
Original file line number Diff line number Diff line change
Expand Up @@ -6,7 +6,7 @@
<meta http-equiv="X-UA-Compatible" content="IE=edge" />
<title>Chapter 15 Acknowledgements | Interpretable Machine Learning</title>
<meta name="description" content="Machine learning algorithms usually operate as black boxes and it is unclear how they derived a certain decision. This book is a guide for practitioners to make machine learning decisions interpretable." />
<meta name="generator" content="bookdown 0.34 and GitBook 2.6.7" />
<meta name="generator" content="bookdown 0.35 and GitBook 2.6.7" />

<meta property="og:title" content="Chapter 15 Acknowledgements | Interpretable Machine Learning" />
<meta property="og:type" content="book" />
Expand All @@ -23,7 +23,7 @@
<meta name="author" content="Christoph Molnar" />


<meta name="date" content="2023-07-17" />
<meta name="date" content="2023-08-21" />

<meta name="viewport" content="width=device-width, initial-scale=1" />
<meta name="apple-mobile-web-app-capable" content="yes" />
Expand Down
4 changes: 2 additions & 2 deletions adversarial.html
Original file line number Diff line number Diff line change
Expand Up @@ -6,7 +6,7 @@
<meta http-equiv="X-UA-Compatible" content="IE=edge" />
<title>10.4 Adversarial Examples | Interpretable Machine Learning</title>
<meta name="description" content="Machine learning algorithms usually operate as black boxes and it is unclear how they derived a certain decision. This book is a guide for practitioners to make machine learning decisions interpretable." />
<meta name="generator" content="bookdown 0.34 and GitBook 2.6.7" />
<meta name="generator" content="bookdown 0.35 and GitBook 2.6.7" />

<meta property="og:title" content="10.4 Adversarial Examples | Interpretable Machine Learning" />
<meta property="og:type" content="book" />
Expand All @@ -23,7 +23,7 @@
<meta name="author" content="Christoph Molnar" />


<meta name="date" content="2023-07-17" />
<meta name="date" content="2023-08-21" />

<meta name="viewport" content="width=device-width, initial-scale=1" />
<meta name="apple-mobile-web-app-capable" content="yes" />
Expand Down
4 changes: 2 additions & 2 deletions agnostic.html
Original file line number Diff line number Diff line change
Expand Up @@ -6,7 +6,7 @@
<meta http-equiv="X-UA-Compatible" content="IE=edge" />
<title>Chapter 6 Model-Agnostic Methods | Interpretable Machine Learning</title>
<meta name="description" content="Machine learning algorithms usually operate as black boxes and it is unclear how they derived a certain decision. This book is a guide for practitioners to make machine learning decisions interpretable." />
<meta name="generator" content="bookdown 0.34 and GitBook 2.6.7" />
<meta name="generator" content="bookdown 0.35 and GitBook 2.6.7" />

<meta property="og:title" content="Chapter 6 Model-Agnostic Methods | Interpretable Machine Learning" />
<meta property="og:type" content="book" />
Expand All @@ -23,7 +23,7 @@
<meta name="author" content="Christoph Molnar" />


<meta name="date" content="2023-07-17" />
<meta name="date" content="2023-08-21" />

<meta name="viewport" content="width=device-width, initial-scale=1" />
<meta name="apple-mobile-web-app-capable" content="yes" />
Expand Down
4 changes: 2 additions & 2 deletions ale.html
Original file line number Diff line number Diff line change
Expand Up @@ -6,7 +6,7 @@
<meta http-equiv="X-UA-Compatible" content="IE=edge" />
<title>8.2 Accumulated Local Effects (ALE) Plot | Interpretable Machine Learning</title>
<meta name="description" content="Machine learning algorithms usually operate as black boxes and it is unclear how they derived a certain decision. This book is a guide for practitioners to make machine learning decisions interpretable." />
<meta name="generator" content="bookdown 0.34 and GitBook 2.6.7" />
<meta name="generator" content="bookdown 0.35 and GitBook 2.6.7" />

<meta property="og:title" content="8.2 Accumulated Local Effects (ALE) Plot | Interpretable Machine Learning" />
<meta property="og:type" content="book" />
Expand All @@ -23,7 +23,7 @@
<meta name="author" content="Christoph Molnar" />


<meta name="date" content="2023-07-17" />
<meta name="date" content="2023-08-21" />

<meta name="viewport" content="width=device-width, initial-scale=1" />
<meta name="apple-mobile-web-app-capable" content="yes" />
Expand Down
4 changes: 2 additions & 2 deletions anchors.html
Original file line number Diff line number Diff line change
Expand Up @@ -6,7 +6,7 @@
<meta http-equiv="X-UA-Compatible" content="IE=edge" />
<title>9.4 Scoped Rules (Anchors) | Interpretable Machine Learning</title>
<meta name="description" content="Machine learning algorithms usually operate as black boxes and it is unclear how they derived a certain decision. This book is a guide for practitioners to make machine learning decisions interpretable." />
<meta name="generator" content="bookdown 0.34 and GitBook 2.6.7" />
<meta name="generator" content="bookdown 0.35 and GitBook 2.6.7" />

<meta property="og:title" content="9.4 Scoped Rules (Anchors) | Interpretable Machine Learning" />
<meta property="og:type" content="book" />
Expand All @@ -23,7 +23,7 @@
<meta name="author" content="Christoph Molnar" />


<meta name="date" content="2023-07-17" />
<meta name="date" content="2023-08-21" />

<meta name="viewport" content="width=device-width, initial-scale=1" />
<meta name="apple-mobile-web-app-capable" content="yes" />
Expand Down
4 changes: 2 additions & 2 deletions bike-data.html
Original file line number Diff line number Diff line change
Expand Up @@ -6,7 +6,7 @@
<meta http-equiv="X-UA-Compatible" content="IE=edge" />
<title>4.1 Bike Rentals (Regression) | Interpretable Machine Learning</title>
<meta name="description" content="Machine learning algorithms usually operate as black boxes and it is unclear how they derived a certain decision. This book is a guide for practitioners to make machine learning decisions interpretable." />
<meta name="generator" content="bookdown 0.34 and GitBook 2.6.7" />
<meta name="generator" content="bookdown 0.35 and GitBook 2.6.7" />

<meta property="og:title" content="4.1 Bike Rentals (Regression) | Interpretable Machine Learning" />
<meta property="og:type" content="book" />
Expand All @@ -23,7 +23,7 @@
<meta name="author" content="Christoph Molnar" />


<meta name="date" content="2023-07-17" />
<meta name="date" content="2023-08-21" />

<meta name="viewport" content="width=device-width, initial-scale=1" />
<meta name="apple-mobile-web-app-capable" content="yes" />
Expand Down
4 changes: 2 additions & 2 deletions cervical.html
Original file line number Diff line number Diff line change
Expand Up @@ -6,7 +6,7 @@
<meta http-equiv="X-UA-Compatible" content="IE=edge" />
<title>4.3 Risk Factors for Cervical Cancer (Classification) | Interpretable Machine Learning</title>
<meta name="description" content="Machine learning algorithms usually operate as black boxes and it is unclear how they derived a certain decision. This book is a guide for practitioners to make machine learning decisions interpretable." />
<meta name="generator" content="bookdown 0.34 and GitBook 2.6.7" />
<meta name="generator" content="bookdown 0.35 and GitBook 2.6.7" />

<meta property="og:title" content="4.3 Risk Factors for Cervical Cancer (Classification) | Interpretable Machine Learning" />
<meta property="og:type" content="book" />
Expand All @@ -23,7 +23,7 @@
<meta name="author" content="Christoph Molnar" />


<meta name="date" content="2023-07-17" />
<meta name="date" content="2023-08-21" />

<meta name="viewport" content="width=device-width, initial-scale=1" />
<meta name="apple-mobile-web-app-capable" content="yes" />
Expand Down
4 changes: 2 additions & 2 deletions cite.html
Original file line number Diff line number Diff line change
Expand Up @@ -6,7 +6,7 @@
<meta http-equiv="X-UA-Compatible" content="IE=edge" />
<title>Chapter 13 Citing this Book | Interpretable Machine Learning</title>
<meta name="description" content="Machine learning algorithms usually operate as black boxes and it is unclear how they derived a certain decision. This book is a guide for practitioners to make machine learning decisions interpretable." />
<meta name="generator" content="bookdown 0.34 and GitBook 2.6.7" />
<meta name="generator" content="bookdown 0.35 and GitBook 2.6.7" />

<meta property="og:title" content="Chapter 13 Citing this Book | Interpretable Machine Learning" />
<meta property="og:type" content="book" />
Expand All @@ -23,7 +23,7 @@
<meta name="author" content="Christoph Molnar" />


<meta name="date" content="2023-07-17" />
<meta name="date" content="2023-08-21" />

<meta name="viewport" content="width=device-width, initial-scale=1" />
<meta name="apple-mobile-web-app-capable" content="yes" />
Expand Down
4 changes: 2 additions & 2 deletions cnn-features.html
Original file line number Diff line number Diff line change
Expand Up @@ -6,7 +6,7 @@
<meta http-equiv="X-UA-Compatible" content="IE=edge" />
<title>10.1 Learned Features | Interpretable Machine Learning</title>
<meta name="description" content="Machine learning algorithms usually operate as black boxes and it is unclear how they derived a certain decision. This book is a guide for practitioners to make machine learning decisions interpretable." />
<meta name="generator" content="bookdown 0.34 and GitBook 2.6.7" />
<meta name="generator" content="bookdown 0.35 and GitBook 2.6.7" />

<meta property="og:title" content="10.1 Learned Features | Interpretable Machine Learning" />
<meta property="og:type" content="book" />
Expand All @@ -23,7 +23,7 @@
<meta name="author" content="Christoph Molnar" />


<meta name="date" content="2023-07-17" />
<meta name="date" content="2023-08-21" />

<meta name="viewport" content="width=device-width, initial-scale=1" />
<meta name="apple-mobile-web-app-capable" content="yes" />
Expand Down
4 changes: 2 additions & 2 deletions contribute.html
Original file line number Diff line number Diff line change
Expand Up @@ -6,7 +6,7 @@
<meta http-equiv="X-UA-Compatible" content="IE=edge" />
<title>Chapter 12 Contribute to the Book | Interpretable Machine Learning</title>
<meta name="description" content="Machine learning algorithms usually operate as black boxes and it is unclear how they derived a certain decision. This book is a guide for practitioners to make machine learning decisions interpretable." />
<meta name="generator" content="bookdown 0.34 and GitBook 2.6.7" />
<meta name="generator" content="bookdown 0.35 and GitBook 2.6.7" />

<meta property="og:title" content="Chapter 12 Contribute to the Book | Interpretable Machine Learning" />
<meta property="og:type" content="book" />
Expand All @@ -23,7 +23,7 @@
<meta name="author" content="Christoph Molnar" />


<meta name="date" content="2023-07-17" />
<meta name="date" content="2023-08-21" />

<meta name="viewport" content="width=device-width, initial-scale=1" />
<meta name="apple-mobile-web-app-capable" content="yes" />
Expand Down
4 changes: 2 additions & 2 deletions counterfactual.html
Original file line number Diff line number Diff line change
Expand Up @@ -6,7 +6,7 @@
<meta http-equiv="X-UA-Compatible" content="IE=edge" />
<title>9.3 Counterfactual Explanations | Interpretable Machine Learning</title>
<meta name="description" content="Machine learning algorithms usually operate as black boxes and it is unclear how they derived a certain decision. This book is a guide for practitioners to make machine learning decisions interpretable." />
<meta name="generator" content="bookdown 0.34 and GitBook 2.6.7" />
<meta name="generator" content="bookdown 0.35 and GitBook 2.6.7" />

<meta property="og:title" content="9.3 Counterfactual Explanations | Interpretable Machine Learning" />
<meta property="og:type" content="book" />
Expand All @@ -23,7 +23,7 @@
<meta name="author" content="Christoph Molnar" />


<meta name="date" content="2023-07-17" />
<meta name="date" content="2023-08-21" />

<meta name="viewport" content="width=device-width, initial-scale=1" />
<meta name="apple-mobile-web-app-capable" content="yes" />
Expand Down
4 changes: 2 additions & 2 deletions data.html
Original file line number Diff line number Diff line change
Expand Up @@ -6,7 +6,7 @@
<meta http-equiv="X-UA-Compatible" content="IE=edge" />
<title>Chapter 4 Datasets | Interpretable Machine Learning</title>
<meta name="description" content="Machine learning algorithms usually operate as black boxes and it is unclear how they derived a certain decision. This book is a guide for practitioners to make machine learning decisions interpretable." />
<meta name="generator" content="bookdown 0.34 and GitBook 2.6.7" />
<meta name="generator" content="bookdown 0.35 and GitBook 2.6.7" />

<meta property="og:title" content="Chapter 4 Datasets | Interpretable Machine Learning" />
<meta property="og:type" content="book" />
Expand All @@ -23,7 +23,7 @@
<meta name="author" content="Christoph Molnar" />


<meta name="date" content="2023-07-17" />
<meta name="date" content="2023-08-21" />

<meta name="viewport" content="width=device-width, initial-scale=1" />
<meta name="apple-mobile-web-app-capable" content="yes" />
Expand Down
4 changes: 2 additions & 2 deletions decomposition.html
Original file line number Diff line number Diff line change
Expand Up @@ -6,7 +6,7 @@
<meta http-equiv="X-UA-Compatible" content="IE=edge" />
<title>8.4 Functional Decomposition | Interpretable Machine Learning</title>
<meta name="description" content="Machine learning algorithms usually operate as black boxes and it is unclear how they derived a certain decision. This book is a guide for practitioners to make machine learning decisions interpretable." />
<meta name="generator" content="bookdown 0.34 and GitBook 2.6.7" />
<meta name="generator" content="bookdown 0.35 and GitBook 2.6.7" />

<meta property="og:title" content="8.4 Functional Decomposition | Interpretable Machine Learning" />
<meta property="og:type" content="book" />
Expand All @@ -23,7 +23,7 @@
<meta name="author" content="Christoph Molnar" />


<meta name="date" content="2023-07-17" />
<meta name="date" content="2023-08-21" />

<meta name="viewport" content="width=device-width, initial-scale=1" />
<meta name="apple-mobile-web-app-capable" content="yes" />
Expand Down
4 changes: 2 additions & 2 deletions detecting-concepts.html
Original file line number Diff line number Diff line change
Expand Up @@ -6,7 +6,7 @@
<meta http-equiv="X-UA-Compatible" content="IE=edge" />
<title>10.3 Detecting Concepts | Interpretable Machine Learning</title>
<meta name="description" content="Machine learning algorithms usually operate as black boxes and it is unclear how they derived a certain decision. This book is a guide for practitioners to make machine learning decisions interpretable." />
<meta name="generator" content="bookdown 0.34 and GitBook 2.6.7" />
<meta name="generator" content="bookdown 0.35 and GitBook 2.6.7" />

<meta property="og:title" content="10.3 Detecting Concepts | Interpretable Machine Learning" />
<meta property="og:type" content="book" />
Expand All @@ -23,7 +23,7 @@
<meta name="author" content="Christoph Molnar" />


<meta name="date" content="2023-07-17" />
<meta name="date" content="2023-08-21" />

<meta name="viewport" content="width=device-width, initial-scale=1" />
<meta name="apple-mobile-web-app-capable" content="yes" />
Expand Down
4 changes: 2 additions & 2 deletions evaluation-of-interpretability.html
Original file line number Diff line number Diff line change
Expand Up @@ -6,7 +6,7 @@
<meta http-equiv="X-UA-Compatible" content="IE=edge" />
<title>3.4 Evaluation of Interpretability | Interpretable Machine Learning</title>
<meta name="description" content="Machine learning algorithms usually operate as black boxes and it is unclear how they derived a certain decision. This book is a guide for practitioners to make machine learning decisions interpretable." />
<meta name="generator" content="bookdown 0.34 and GitBook 2.6.7" />
<meta name="generator" content="bookdown 0.35 and GitBook 2.6.7" />

<meta property="og:title" content="3.4 Evaluation of Interpretability | Interpretable Machine Learning" />
<meta property="og:type" content="book" />
Expand All @@ -23,7 +23,7 @@
<meta name="author" content="Christoph Molnar" />


<meta name="date" content="2023-07-17" />
<meta name="date" content="2023-08-21" />

<meta name="viewport" content="width=device-width, initial-scale=1" />
<meta name="apple-mobile-web-app-capable" content="yes" />
Expand Down
4 changes: 2 additions & 2 deletions example-based.html
Original file line number Diff line number Diff line change
Expand Up @@ -6,7 +6,7 @@
<meta http-equiv="X-UA-Compatible" content="IE=edge" />
<title>Chapter 7 Example-Based Explanations | Interpretable Machine Learning</title>
<meta name="description" content="Machine learning algorithms usually operate as black boxes and it is unclear how they derived a certain decision. This book is a guide for practitioners to make machine learning decisions interpretable." />
<meta name="generator" content="bookdown 0.34 and GitBook 2.6.7" />
<meta name="generator" content="bookdown 0.35 and GitBook 2.6.7" />

<meta property="og:title" content="Chapter 7 Example-Based Explanations | Interpretable Machine Learning" />
<meta property="og:type" content="book" />
Expand All @@ -23,7 +23,7 @@
<meta name="author" content="Christoph Molnar" />


<meta name="date" content="2023-07-17" />
<meta name="date" content="2023-08-21" />

<meta name="viewport" content="width=device-width, initial-scale=1" />
<meta name="apple-mobile-web-app-capable" content="yes" />
Expand Down
4 changes: 2 additions & 2 deletions explanation.html
Original file line number Diff line number Diff line change
Expand Up @@ -6,7 +6,7 @@
<meta http-equiv="X-UA-Compatible" content="IE=edge" />
<title>3.6 Human-friendly Explanations | Interpretable Machine Learning</title>
<meta name="description" content="Machine learning algorithms usually operate as black boxes and it is unclear how they derived a certain decision. This book is a guide for practitioners to make machine learning decisions interpretable." />
<meta name="generator" content="bookdown 0.34 and GitBook 2.6.7" />
<meta name="generator" content="bookdown 0.35 and GitBook 2.6.7" />

<meta property="og:title" content="3.6 Human-friendly Explanations | Interpretable Machine Learning" />
<meta property="og:type" content="book" />
Expand All @@ -23,7 +23,7 @@
<meta name="author" content="Christoph Molnar" />


<meta name="date" content="2023-07-17" />
<meta name="date" content="2023-08-21" />

<meta name="viewport" content="width=device-width, initial-scale=1" />
<meta name="apple-mobile-web-app-capable" content="yes" />
Expand Down
4 changes: 2 additions & 2 deletions extend-lm.html
Original file line number Diff line number Diff line change
Expand Up @@ -6,7 +6,7 @@
<meta http-equiv="X-UA-Compatible" content="IE=edge" />
<title>5.3 GLM, GAM and more | Interpretable Machine Learning</title>
<meta name="description" content="Machine learning algorithms usually operate as black boxes and it is unclear how they derived a certain decision. This book is a guide for practitioners to make machine learning decisions interpretable." />
<meta name="generator" content="bookdown 0.34 and GitBook 2.6.7" />
<meta name="generator" content="bookdown 0.35 and GitBook 2.6.7" />

<meta property="og:title" content="5.3 GLM, GAM and more | Interpretable Machine Learning" />
<meta property="og:type" content="book" />
Expand All @@ -23,7 +23,7 @@
<meta name="author" content="Christoph Molnar" />


<meta name="date" content="2023-07-17" />
<meta name="date" content="2023-08-21" />

<meta name="viewport" content="width=device-width, initial-scale=1" />
<meta name="apple-mobile-web-app-capable" content="yes" />
Expand Down
4 changes: 2 additions & 2 deletions feature-importance.html
Original file line number Diff line number Diff line change
Expand Up @@ -6,7 +6,7 @@
<meta http-equiv="X-UA-Compatible" content="IE=edge" />
<title>8.5 Permutation Feature Importance | Interpretable Machine Learning</title>
<meta name="description" content="Machine learning algorithms usually operate as black boxes and it is unclear how they derived a certain decision. This book is a guide for practitioners to make machine learning decisions interpretable." />
<meta name="generator" content="bookdown 0.34 and GitBook 2.6.7" />
<meta name="generator" content="bookdown 0.35 and GitBook 2.6.7" />

<meta property="og:title" content="8.5 Permutation Feature Importance | Interpretable Machine Learning" />
<meta property="og:type" content="book" />
Expand All @@ -23,7 +23,7 @@
<meta name="author" content="Christoph Molnar" />


<meta name="date" content="2023-07-17" />
<meta name="date" content="2023-08-21" />

<meta name="viewport" content="width=device-width, initial-scale=1" />
<meta name="apple-mobile-web-app-capable" content="yes" />
Expand Down
Loading

0 comments on commit 20f9d5a

Please sign in to comment.