calculate.ale.num: Compute ALE for 1 numerical feature
In christophM/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
## S3 method for class 'ale.num'
calculate(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
christophM/iml documentation built on April 27, 2024, 11:24 p.m.
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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
## S3 method for class 'ale.num'
calculate(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.
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