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Local Interpretable (Model-agnostic) Visual Explanations - model visualization for regression problems and tabular data based on LIME method. Available on CRAN

1.5.10MO

4 years ago

v1.5.9complete

5 years ago

With updated interface, corrected documentation and some minor changes.

v1.5.9

5 years ago

v1.5.8a

5 years ago

v1.5.8

5 years ago

  • new explainer (local permutation importance)

  • DALEX integration

v1.5.7

5 years ago
  • New method of sampling
  • Complete unit tests
  • plot_explanation and plot_explanation2 function changed to generic plot function

1.5.3

6 years ago

Changes:

  • simplified interface (less arguments, more defaults and more)
  • weighting observation by distance (kernels)
  • print methods
  • new method of sampling (as in original LIME)
  • citation
  • minor improvements

1.4.2

6 years ago

The version that was accepted to CRAN.

Major issues with variable selection was fixed compared to previous release.

v1.4.1

6 years ago

Version submitted to CRAN.

v1.3

6 years ago

Forest plots now use forest_model package and waterfall plots are more flexible in classification problems.