Releases: thomasp85/lime
Releases · thomasp85/lime
lime 0.5.3
lime 0.5.2
- Fixed use of
order()
ondata.frame
objects - Moved htmlwidgets, shiny, and shinythemes to suggests
lime 0.5.1
- Fixed namespace import from glmnet following changes there
lime 0.5.0
explain()
will now pass...
on to the relevantpredict()
method (#150)explain.data.frame()
gains agower_pow
argument to modify the calculated
gower distance before use by raising it to the power of the given value (#158)- Fixed a bug when calculating R^2 on single feature explanations (@pkopper, #157)
- Fixed formatting of text prediction html presentation (#145)
- Fixed a bug when setting feature select method to "none" (#141)
- Changes default colouring from green-red to blue-red (#137)
lime()
now warns when quantile binning is not feasible and uses standard
binning instead (#154)- Changed the
lambda
value in the local model fit to match the one used in the
Python version according to the relationship given here:
https://stats.stackexchange.com/a/270705 - Added pkgdown site at https://lime.data-imaginist.com
- Fixed a bug when using a proprocessor with data.frame explanations
lime v0.3.1
- Added a
NEWS.md
file to track changes to the package. - Fixed bug when explaining regression models, due to drop=TRUE defaults (#33)
- Integer features are no longer converted to numeric during permutations (#32)
- Fix bug when working with xgboost and tabular predictions (@martinju #1)
- Training data can now contain
NA
values (#8) - Keep ordering when plotting with
plot_features()
(#38) - Fix support for mlr by extracting predictions correctly
- Added support for
h2o
(@mdancho84) (#40) - Throws meaningful error when all permutations have 0 similarity to original
observation (#47) - Explaining data can now contain
NA
values (#45) - Support for
Date
andPOSIXt
columns. They will be kept constant during
permutations so thatlime
will explain the model behaviour at the given
timepoint based on the remaining features (#39). - Add
plot_explanations()
for an overview plot of a large explanation set