ubSmoteExs: ubSmoteExs
In dalpozz/unbalanced: Racing for Unbalanced Methods Selection
ubSmoteExs R Documentation
ubSmoteExs
Description
Function used in SMOTE to generate new minority examples.
Usage
ubSmoteExs(data, tgt, N = 200, k = 5)
Arguments
data
the data.frame
tgt
the index of the target/response variables
N
N/100 is the number of new instances generated for each rare instance.
If N < 100 a single instance is generated
k
the number of neighbours to consider as the pool from where the new examples are generated
Details
This function does not handle vectors
Value
newCases
See Also
ubSMOTE
dalpozz/unbalanced documentation built on June 3, 2022, 2:42 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.
| ubSmoteExs | R Documentation |
ubSmoteExs
Description
Function used in SMOTE to generate new minority examples.
Usage
ubSmoteExs(data, tgt, N = 200, k = 5)
Arguments
data |
the data.frame |
tgt |
the index of the target/response variables |
N |
N/100 is the number of new instances generated for each rare instance. If N < 100 a single instance is generated |
k |
the number of neighbours to consider as the pool from where the new examples are generated |
Details
This function does not handle vectors
Value
newCases
See Also
ubSMOTE
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.