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christophM
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interpretable-ml-book
Book about interpretable machine learning
https://christophm.github.io/interpretable-ml-book/
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Wrong Links in 4.5.4 and 4.5.5
#201
cmougan
closed
3 years ago
0
Decision Tree Feature Importance
#200
cmougan
opened
4 years ago
0
Shapley value estimation steps, instance example
#199
lucyleeow
closed
4 years ago
3
Update 05.9b-agnostic-shap.Rmd
#198
bgreenwell
closed
4 years ago
0
Update 05.9-agnostic-shapley.Rmd
#197
bgreenwell
closed
4 years ago
1
Wrong links in navigation sidebar
#196
johannesjung
closed
3 years ago
1
Introduce to DeepLIFT
#195
nguyenhungquang
closed
3 years ago
1
Introducing effect size in chapter 5.9
#194
PhilippPro
opened
4 years ago
0
Update 06.1-example-based-counterfactual.Rmd
#193
neelgandhi108
closed
4 years ago
0
Chapter 4, Section 4.2.1: Figure 4.5's caption makes no sense.
#192
gialmisi
closed
3 years ago
2
Sensitivity Analysis method available in R via the rminer package
#191
paulocortez4
opened
4 years ago
0
Images
#190
christophM
closed
4 years ago
0
Paper Explaining Downside of Permutation-based Feature Importance
#189
blengerich
opened
4 years ago
0
Update 05.9-agnostic-shapley.Rmd
#188
dmitrii-badretdinov
closed
4 years ago
1
Centred ICE plot centred at 13 according to axis, but centred at 14 according to caption
#187
tmerrittsmith
closed
2 years ago
2
how to figure out whether the model works in the right way or not?
#186
chansource
closed
4 years ago
1
Add example to paragraph 4.1.6
#185
FrieseWoudloper
closed
2 years ago
1
update link for youtube spam dataset
#184
sik-flow
closed
4 years ago
1
Add disadvantage to ALE (and also mention in PDP)
#183
christophM
closed
2 years ago
1
Setup renv for package management
#182
christophM
closed
2 years ago
0
Influence measures for groups of instances
#181
hammer
closed
2 years ago
1
Comparing interpretation across different models
#180
huanfachen
closed
3 years ago
1
Fixed a typo in 6.2
#179
zijwang
closed
4 years ago
1
sbrl not on CRAN anymore
#178
christophM
closed
4 years ago
1
Translate
#177
christophM
closed
4 years ago
0
Feature importance aggregation
#176
lcrmorin
opened
4 years ago
1
How does iml work with mlr3?
#175
xiaochi-liu
closed
4 years ago
1
Bump bleach from 3.1.0 to 3.1.4 in /scripts/shap
#174
dependabot[bot]
closed
4 years ago
0
Model Specific Methods - Forest Floor Visualization
#173
maximilianpfau
closed
2 years ago
1
fixed description of the prototype image
#172
sqanch
closed
4 years ago
1
Bump bleach from 3.1.0 to 3.1.2 in /scripts/shap
#171
dependabot[bot]
closed
4 years ago
1
fix markdown link to Weka Rules package
#170
d6y
closed
4 years ago
1
Fix season coding in bike data`
#169
christophM
closed
2 years ago
0
fixes #142 - TreeSHAP is not exact
#168
christophM
closed
4 years ago
0
ALE for multi-label classification
#167
jsanket9578
closed
4 years ago
2
Question on feature importance
#166
huanfachen
closed
4 years ago
1
Bump bleach from 3.1.0 to 3.1.1 in /scripts/shap
#165
dependabot[bot]
closed
4 years ago
1
Wrong Formula: Adjusted R-square
#164
MaximusWudy
closed
4 years ago
1
Interaction graphs of Aleks Jakulin
#163
peleplay
opened
4 years ago
0
Rename 'feature summary statistic'
#162
christophM
closed
2 years ago
0
Assumption on Linear Regression
#161
chaupmcs
closed
4 years ago
1
Fixed typo in RBF kernel equation
#160
nilsreiter
closed
4 years ago
1
Extremely Minor Typo in Section 5.9.1
#159
ijoseph
closed
3 years ago
1
Fix edit button
#158
christophM
closed
3 years ago
0
Little fix in ALE
#157
fbetteo
closed
3 years ago
2
it would be mach easier to use on pdf format
#156
Sandy4321
closed
4 years ago
1
Add additional software implementation
#155
bgreenwell
closed
4 years ago
1
Problem with adjusted R squared
#154
huanfachen
closed
4 years ago
2
Permutation importance now in scikit learn v0.22
#153
jamesmyatt
closed
3 years ago
1
removes rogue code, fixes #151
#152
christophM
closed
4 years ago
0
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