fit_branchmodel: Fit a "Y" shape to data
In ekernf01/branchmodel: Fit A 'Y' Shape to Data'
Description
Usage
Arguments
Details
Value
Description
Fit a "Y" shape to data
Usage
1
fit_branchmodel(raw_data, max_iter = 100, tol = 0.01)
Arguments
raw_data
Dataframe with numeric columns.
max_iter
Default 20.
tol
Stops when less than 100*tol percent of points are reclassified.
Details
This function imposes a "Y" shape on data in a (preferably 2D) space.
It represents the shape as three principal curves (from 'princurve'), which each point
hard-assigned to one curve. The internal methods iterate
between reassigning the data to the nearest branch and adjusting the branches,
with a heuristic to make the curves roughly meet in the center.
Value
S4 object of class "branchmodel".
ekernf01/branchmodel documentation built on Oct. 24, 2020, 8:56 a.m.
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Description Usage Arguments Details Value
Description
Fit a "Y" shape to data
Usage
1 | fit_branchmodel(raw_data, max_iter = 100, tol = 0.01)
|
Arguments
raw_data |
Dataframe with numeric columns. |
max_iter |
Default 20. |
tol |
Stops when less than 100*tol percent of points are reclassified. |
Details
This function imposes a "Y" shape on data in a (preferably 2D) space. It represents the shape as three principal curves (from 'princurve'), which each point hard-assigned to one curve. The internal methods iterate between reassigning the data to the nearest branch and adjusting the branches, with a heuristic to make the curves roughly meet in the center.
Value
S4 object of class "branchmodel".
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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