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mayer79 committed May 26, 2024
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2 changes: 1 addition & 1 deletion README.md
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Expand Up @@ -19,7 +19,7 @@ The package contains two workhorses to calculate SHAP values for *any* model:
- `kernelshap()`: Kernel SHAP algorithm of [2] and [3]. By default, exact Kernel SHAP is used for up to $p=8$ features, and an almost exact hybrid algorithm otherwise.

Furthermore, the function `additive_shap()` produces SHAP values for additive models fitted via `lm()`, `glm()`, `mgcv::gam()`, `mgcv::bam()`, `gam::gam()`,
`survival::coxph()`, or `survival::survreg()`. It is exponentially faster than `permshap()` and `kernelshap()` and provides identical results.
`survival::coxph()`, or `survival::survreg()`. It is exponentially faster than `permshap()` and `kernelshap()`, with identical results.

### Kernel SHAP or permutation SHAP?

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17 changes: 5 additions & 12 deletions cran-comments.md
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@@ -1,8 +1,8 @@
# kernelshap 0.4.1
# kernelshap 0.5.0

Dear CRAN
Hello CRAN team

This is a smallish update with a couple of performance improvements, and much more logical README examples.
This update brings an efficient explainer for additive models.

Michael

Expand All @@ -14,18 +14,11 @@ survex 1.2.0
- OK: 1
- BROKEN: 0

### Local check with usual NOTE
### Local check

checking HTML version of manual ... NOTE
Skipping checking HTML validation: no command 'tidy' found
OK

### `check_win_devel()`

Status: OK

### `check_rhub()`s

* checking HTML version of manual ... NOTE
Skipping checking HTML validation: no command 'tidy' found
Skipping checking math rendering: package 'V8' unavailable

6 changes: 3 additions & 3 deletions revdep/README.md
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Expand Up @@ -3,22 +3,22 @@
|field |value |
|:--------|:--------------------------------------------------------|
|version |R version 4.3.0 (2023-04-21 ucrt) |
|os |Windows 11 x64 (build 22621) |
|os |Windows 11 x64 (build 22631) |
|system |x86_64, mingw32 |
|ui |RStudio |
|language |(EN) |
|collate |German_Switzerland.utf8 |
|ctype |German_Switzerland.utf8 |
|tz |Europe/Zurich |
|date |2023-12-03 |
|date |2024-05-26 |
|rstudio |2023.06.1+524 Mountain Hydrangea (desktop) |
|pandoc |3.1.6 @ C:\Users\Michael\AppData\Local\Pandoc\pandoc.exe |

# Dependencies

|package |old |new |Δ |
|:----------|:------|:------|:--|
|kernelshap |0.4.0 |0.4.1 |* |
|kernelshap |0.4.1 |0.5.0 |* |
|foreach |1.5.2 |1.5.2 | |
|iterators |1.0.14 |1.0.14 | |

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