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ModelOriented
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localModel
LIME-like explanations with interpretable features based on Ceteris Paribus curves. Now on CRAN.
https://modeloriented.github.io/localModel
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Fix for issue 37
#38
FrieseWoudloper
closed
3 years ago
1
individual_surrogate_model yields incorrect results because column names are mixed up
#37
FrieseWoudloper
closed
3 years ago
2
Will version 0.5 be published on CRAN?
#36
FrieseWoudloper
closed
3 years ago
1
individual_surrogate_model returns counterintuitive results
#35
pbiecek
closed
3 years ago
0
updates version and news
#33
mstaniak
closed
5 years ago
0
Refactoring
#32
mstaniak
closed
5 years ago
0
Correlation clustering for dimension reduction
#31
mstaniak
closed
3 years ago
0
Change discretization method
#30
mstaniak
closed
3 years ago
3
Localize the explanation
#29
mstaniak
closed
3 years ago
1
Add option to select top K features in LASSO instead of using CV
#28
mstaniak
closed
3 years ago
0
Plot Ceteris Paribus curve + discretization
#27
mstaniak
closed
5 years ago
0
Improve unit tests
#26
mstaniak
closed
3 years ago
0
Reproducibility
#25
mstaniak
closed
3 years ago
1
Re-think sampling while creating the neighbourhood
#24
mstaniak
closed
3 years ago
1
robust sampling of the data
#23
harell
closed
5 years ago
1
Enhancement test suite
#22
harell
closed
5 years ago
1
suspicious results by individual_surrogate_model
#21
harell
closed
5 years ago
6
Refactoring of individual_surrogate_model
#20
harell
closed
5 years ago
5
Bug fix individual surrogate model
#19
harell
closed
5 years ago
4
localModel goes to CRAN
#18
mstaniak
closed
5 years ago
0
Error in read.dcf(path) : Found continuation line starting ' person("Mateusz" ...' at begin of record.
#17
monikachudek
closed
5 years ago
1
`ingredients` instead of `ceterisParibus2`
#16
pbiecek
closed
5 years ago
3
Acknowledgments
#15
pbiecek
closed
5 years ago
0
Vignettes
#14
mstaniak
closed
5 years ago
0
R^2 analogue for fitted linear model
#13
mstaniak
closed
5 years ago
0
Store fitted trees?
#12
mstaniak
closed
5 years ago
1
Error with my new example
#11
mstaniak
closed
5 years ago
0
Add variable names that were dropped when creating trees?
#10
mstaniak
closed
3 years ago
0
Empty plot + warning when all effects are 0
#9
mstaniak
closed
5 years ago
0
Multi-dimensional response to tree
#8
mstaniak
closed
5 years ago
0
Plot for multi-observation comparisons
#7
mstaniak
closed
5 years ago
0
deal with probabilities bigger than 1
#6
mstaniak
closed
5 years ago
1
weighting via kernel function
#5
mstaniak
closed
5 years ago
1
Shiny App
#4
mstaniak
closed
5 years ago
0
Find a new way to handle variable selection
#3
mstaniak
closed
6 years ago
0
List of methods to code
#2
mstaniak
closed
6 years ago
2
List of packages to wrap
#1
mstaniak
closed
6 years ago
1