R: Classify using Functional componentwise classifier
compclassf.classify
R Documentation
Classify using Functional componentwise classifier
Description
Classifies data using the functional componentwise classifier.
Usage
compclassf.classify(objectsf, compclassf, ...)
Arguments
objectsf
list containing lists (functions) of two vectors of equal length, named "args" and "vals": arguments sorted in ascending order and corresponding them values respectively
compclassf
Functional componentwise classifier (obtained by compclassf.train).
...
additional parameters, passed to the classifier, selected with parameter classifier.type in compclassf.train.
Value
List containing class labels.
References
Delaigle, A., Hall, P. and Bathia, N. (2012). Componentwise classification and clustering of functional data. Biometrika 99 299-313.
See Also
compclassf.train to train the functional componentwise classifier.
Examples
## Not run:
## load the Growth dataset
dataf = dataf.growth()
learn = c(head(dataf$dataf, 49), tail(dataf$dataf, 34))
labels =c(head(dataf$labels, 49), tail(dataf$labels, 34))
test = tail(head(dataf$dataf, 59), 10) # elements 50:59. 5 girls, 5 boys
c = compclassf.train (learn, labels, classifier.type = "ddalpha")
classified = compclassf.classify(test, c)
print(unlist(classified))
## End(Not run)