Description Usage Arguments Author(s) References See Also Examples
Gives the summary of output of a 'hmac' object.
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object |
The output of HMAC analysis. An object of class 'hmac'. |
... |
further arguments passed to or from other methods. |
Surajit Ray and Yansong Cheng
Li. J, Ray. S, Lindsay. B. G, "A nonparametric statistical approach to clustering via mode identification," Journal of Machine Learning Research , 8(8):1687-1723, 2007.
Lindsay, B.G., Markatou M., Ray, S., Yang, K., Chen, S.C. "Quadratic distances on probabilities: the foundations," The Annals of Statistics Vol. 36, No. 2, page 983–1006, 2008.
phmac
for front end of using modal clustering and also for parallel
implementation of modal clustering.
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Loading required package: mvtnorm
Loading required package: zoo
Attaching package: 'zoo'
The following objects are masked from 'package:base':
as.Date, as.Date.numeric
Loading required package: class
At levels 1 2 3 there are 4 3 2 clusters respectively
The modes of each level of clusters are
Modes at level 1
X1 X2
1 0.4991193 0.4112484
2 1.4563997 0.9594475
3 2.9902405 -0.8986439
4 4.4219625 -0.1451180
Modes at level 2
X1 X2
1 0.5184229 0.4269087
2 1.4780928 0.9519243
3 3.0214890 -0.8986338
Modes at level 3
X1 X2
1 1.502569 0.9424770
2 3.049604 -0.8960544
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