Description Usage Arguments Examples

Generic plot function for local surrogate explainers

1 2 |

`x` |
object of class local_surrogate_explainer |

`...` |
other objects of class local_surrogate_explainer. If provided, models will be plotted in rows, response levels in columns. |

`geom` |
If "point", lines with points at the end will be plotted, if "bar", bars will be plotted and if "arrow", arrows. |

1 2 3 4 5 6 7 8 9 10 11 12 | ```
# Example based on apartments data from DALEX package.
library(DALEX)
library(randomForest)
library(localModel)
data('apartments')
mrf <- randomForest(m2.price ~., data = apartments, ntree = 50)
explainer <- explain(model = mrf,
data = apartments[, -1])
model_lok <- individual_surrogate_model(explainer, apartments[5, -1],
size = 500, seed = 17)
model_lok
plot(model_lok)
``` |

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