ubSmoteExs: ubSmoteExs
In unbalanced: Racing for Unbalanced Methods Selection
Description
Usage
Arguments
Details
Value
See Also
Description
Function used in SMOTE to generate new minority examples.
Usage
1
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
unbalanced documentation built on May 2, 2019, 7:01 a.m.
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Description Usage Arguments Details Value See Also
Description
Function used in SMOTE to generate new minority examples.
Usage
1 | 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
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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