gap: The function to provide a random number which is used as a...
In smotefamily: A Collection of Oversampling Techniques for Class Imbalance Problem Based on SMOTE
gap R Documentation
The function to provide a random number which is used as a location of synthetic instance
Description
The function to provide a random number which uses to identify the location of each synthetic instance. The interval of possible values depends from safe-level values of instances in a pair.
Usage
gap(sl_p = 1, sl_n = 1)
Arguments
sl_p
The safe-level value of the first instance
sl_n
The safe-level value of the second instance
Value
A value between 0 to 1 which is used to identify the location of synthetic instance
If sl_p >= sl_n, it gives the random number between 0 to sl_n/sl_p
If sl_p < sl_n, it gives the random number between 1-sl_p/sl_n to 1
Author(s)
Wacharasak Siriseriwan <wacharasak.s@gmail.com>
Examples
r_num = gap()
r_num_2 = gap(sl_p = 4, sl_n = 2)
smotefamily documentation built on May 29, 2024, 7:54 a.m.
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| gap | R Documentation |
The function to provide a random number which is used as a location of synthetic instance
Description
The function to provide a random number which uses to identify the location of each synthetic instance. The interval of possible values depends from safe-level values of instances in a pair.
Usage
gap(sl_p = 1, sl_n = 1)
Arguments
sl_p |
The safe-level value of the first instance |
sl_n |
The safe-level value of the second instance |
Value
A value between 0 to 1 which is used to identify the location of synthetic instance If sl_p >= sl_n, it gives the random number between 0 to sl_n/sl_p If sl_p < sl_n, it gives the random number between 1-sl_p/sl_n to 1
Author(s)
Wacharasak Siriseriwan <wacharasak.s@gmail.com>
Examples
r_num = gap()
r_num_2 = gap(sl_p = 4, sl_n = 2)
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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