range01: Data scale to 0 and 1
In explainer: Machine Learning Model Explainer
range01 R Documentation
Data scale to 0 and 1
Description
Scale the data to the range of 0 to 1. It uses the Hampel filter to adjust outliers, followed by min-max normalization.
Usage
range01(x)
Arguments
x
Vector or array of numbers to be normalized
Value
Normalized vector
References
Pearson, R. K. (1999). “Data cleaning for dynamic modeling and control”. European Control Conference, ETH Zurich, Switzerland.
See Also
eSHAP_plot()
Examples
normalized_vector <- range01(seq(-10:1000))
explainer documentation built on Oct. 1, 2024, 1:07 a.m.
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| range01 | R Documentation |
Data scale to 0 and 1
Description
Scale the data to the range of 0 to 1. It uses the Hampel filter to adjust outliers, followed by min-max normalization.
Usage
range01(x)
Arguments
x |
Vector or array of numbers to be normalized |
Value
Normalized vector
References
Pearson, R. K. (1999). “Data cleaning for dynamic modeling and control”. European Control Conference, ETH Zurich, Switzerland.
See Also
eSHAP_plot()
Examples
normalized_vector <- range01(seq(-10:1000))
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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