calculate.ale.num: Compute ALE for 1 numerical feature
In iml: Interpretable Machine Learning
View source: R/FeatureEffect-ale.R
calculate.ale.num R Documentation
Compute ALE for 1 numerical feature
Description
Compute ALE for 1 numerical feature
Usage
calculate.ale.num(dat, run.prediction, feature.name, grid.dt)
Arguments
dat
the data.frame with same columns as training data
run.prediction
Predict function of type: f(newdata)
feature.name
The column name of the feature for which to compute ALE
grid.dt
data.table with single column with grid values for the numerical feature
iml documentation built on May 29, 2024, 1:59 a.m.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
View source: R/FeatureEffect-ale.R
| calculate.ale.num | R Documentation |
Compute ALE for 1 numerical feature
Description
Compute ALE for 1 numerical feature
Usage
calculate.ale.num(dat, run.prediction, feature.name, grid.dt)
Arguments
dat |
the data.frame with same columns as training data |
run.prediction |
Predict function of type: f(newdata) |
feature.name |
The column name of the feature for which to compute ALE |
grid.dt |
data.table with single column with grid values for the numerical feature |
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
Embedding an R snippet on your website
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.