Descriptive machine learning explanations
Machine Learning models are widely used and have various applications in classification or regression. Models created with boosting, bagging, stacking or similar techniques are often used due to their high performance, but such black-box models usually lack interpretability. The DALEX package contains various explainers that help to understand the link between input variables and model output.
| System | Target | Derivation | Build status |
|---|---|---|---|
| x86_64-linux | /gnu/store/3hvw0hq9k65vp9gi3zzhb2icv51d6q22-r-dalex-2.3.0.drv | ||
| powerpc64le-linux | /gnu/store/85wmba3328xa1frwxrpd01p853hj728k-r-dalex-2.3.0.drv | ||
| mips64el-linux | /gnu/store/77l4ym51xv09k1bldzmq957ri57alq03-r-dalex-2.3.0.drv | ||
| i686-linux | /gnu/store/2cz5d9pwk1n7lilzv095d763hngnczkj-r-dalex-2.3.0.drv | ||
| i586-gnu | /gnu/store/9p2x8f3mzsw8wqx2z60ki6pa83b8y5c0-r-dalex-2.3.0.drv | ||
| armhf-linux | /gnu/store/n1d310sf4rmk4zgq9mrgq7jdh0wr6mxz-r-dalex-2.3.0.drv | ||
| aarch64-linux | /gnu/store/8rjxngzbg5il0h4lwp651hr9hm49pin7-r-dalex-2.3.0.drv |
| Linter | Message | Location |
|---|---|---|
| No lint warnings ✓ | ||