library(daltoolbox)
#loading the example database
data(examples_anomalies)
#Using simple example
dataset <- examples_anomalies$simple
head(dataset)
# setting up time series emd detector
model <- har_ensemble(hanr_arima(), hanr_arima(), hanr_arima())
#model <- har_ensemble(hanr_fbiad(), hanr_arima(), hanr_emd())
# fitting the model
model <- fit(model, dataset$serie)
detection <- detect(model, dataset$serie)
# filtering detected events
print(detection[(detection$event),])
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