ECG 200 Dataset

Each series traces the electrical activity recorded during one heartbeat. The two classes are a normal heartbeat and a Myocardial Infarction.

Usage

data(ECG200)

Format

A list containing the following components:

df

data.frame with the following variables:

class

Corresponding class level of “CinCECGtorso” curves with 2 classes.

sample

Factor variable. In the TSC database, the first 100 values (sample="train") are used as the training sample, and the remaining 100 (sample="test") for testing.

x

fdata class object with n = 200 curves (one curve per row) and 96 discretization points (one per column).

Source

http://timeseriesclassification.com/description.php?Dataset=CinCECGtorso

Details

This dataset was formatted by R. Olszewski as part of his thesis "Generalized feature extraction for structural pattern recognition in time-series data" at Carnegie Mellon University, 2001.