getOptimalK: Extract a value for optimal number of bands.
In wojciechoblak/varbinq: Simplified processing categorized variables for binary models.
Description
Usage
Arguments
Value
Examples
Description
Extract a value for optimal number of bands.
Usage
1
2
getOptimalK(yVar, xVar, eps = 1.05, distanceMethod = "euclidean",
clustMethod = "ward.D2")
Arguments
yVar
A logical vector of dependent variable.
xVar
A factor or logical vector of independent variable.
eps
A number from 1 to 2 which manage how many cluster function returns.
distanceMethod
A character, check ?dist.
clustMethod
A character, check ?hclust.
Value
A number of optimal bands.
Examples
1
2
3
4
data(lendclub)
getOptimalK(lendclub$loan_status, lendclub$purpose)
getOptimalK(lendclub$loan_status, lendclub$purpose, eps = 1.01)
getOptimalK(lendclub$loan_status, lendclub$purpose, eps = 4)
wojciechoblak/varbinq documentation built on May 4, 2019, 9:46 a.m.
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Description Usage Arguments Value Examples
Description
Extract a value for optimal number of bands.
Usage
1 2 | getOptimalK(yVar, xVar, eps = 1.05, distanceMethod = "euclidean",
clustMethod = "ward.D2")
|
Arguments
yVar |
A logical vector of dependent variable. |
xVar |
A factor or logical vector of independent variable. |
eps |
A number from 1 to 2 which manage how many cluster function returns. |
distanceMethod |
A character, check ?dist. |
clustMethod |
A character, check ?hclust. |
Value
A number of optimal bands.
Examples
1 2 3 4 | data(lendclub)
getOptimalK(lendclub$loan_status, lendclub$purpose)
getOptimalK(lendclub$loan_status, lendclub$purpose, eps = 1.01)
getOptimalK(lendclub$loan_status, lendclub$purpose, eps = 4)
|
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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