hcp_pelt {harbinger} | R Documentation |
Change-point detection method that focus on identifying multiple exact change points in mean/variance doi:10.1080/01621459.2012.737745. It wraps the BinSeg implementation available in the changepoint library.
hcp_pelt()
hcp_pelt
object
library(daltoolbox)
#loading the example database
data(har_examples)
#Using example 6
dataset <- har_examples$example6
head(dataset)
# setting up change point method
model <- hcp_pelt()
# fitting the model
model <- fit(model, dataset$serie)
# execute the detection method
detection <- detect(model, dataset$serie)
# filtering detected events
print(detection[(detection$event),])