har_ensemble: Harbinger Ensemble

In harbinger: A Unified Time Series Event Detection Framework

Harbinger Ensemble

Description

Ensemble detector

Usage

har_ensemble(...)

Arguments

...	list of detectors

Value

Harbinger object

Examples

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_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),])

harbinger documentation built on April 4, 2025, 4:03 a.m.