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Atrial Fibrillation Multivariate Time Series

Source: R/data-documentation.R
AtrialFibrillation_list.Rd

This dataset, AtrialFibrillation_list, is a multivariate time series (MTS) consisting of two-channel ECG recordings of atrial fibrillation. The database was created from data used in the Computers in Cardiology Challenge 2004.

Usage

data(AtrialFibrillation_list)

Format

A list with 2 components:

data

A list of 30 numeric matrices, each of dimension 640 × 2, representing two-channel ECG recordings.

classes

A numeric vector of length 30, indicating the class labels associated with each multivariate time series.

Source

Data taken from the mlmts package, version 1.1.2.

Details

The dataset name has been kept as 'AtrialFibrillation_list' to avoid confusion with other datasets in the R ecosystem. This naming convention helps distinguish this dataset as part of the healthmotionR package and assists users in identifying its specific characteristics. The suffix 'list' indicates that the dataset is stored as a list object. The original content has not been modified in any way.