peakDetect: Automatic peak detection
In JinmiaoChenLab/ClusterX: Fast clustering by automaticly search and find of density peaks
Description
Usage
Arguments
Value
Description
Automatic detect peaks by searching high denisty point with anomalous large distance to
higher denisty peaks. rho and delta are transformed to one index, and the anomalous peaks
are detected using generalized ESD method.
Usage
1
peakDetect(rho, delta, alpha = 0.001)
Arguments
rho
A vector of the local density, outout of localDensity
delta
A vector of distance to closest observation of higher density
alpha
The level of statistical significance for peak detection.
Value
a vector containing the indexes of peaks
JinmiaoChenLab/ClusterX documentation built on May 7, 2019, 10:52 a.m.
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Description Usage Arguments Value
Description
Automatic detect peaks by searching high denisty point with anomalous large distance to higher denisty peaks. rho and delta are transformed to one index, and the anomalous peaks are detected using generalized ESD method.
Usage
1 | peakDetect(rho, delta, alpha = 0.001)
|
Arguments
rho |
A vector of the local density, outout of |
delta |
A vector of distance to closest observation of higher density |
alpha |
The level of statistical significance for peak detection. |
Value
a vector containing the indexes of peaks
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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