ECG200: ECG 200 dataset

In moviedo5/fda.tsc: Functional Data Sets for Time Series Classification

Description

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

The variables are as follows:

• df: data.frame with the following variables:

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

  • sample:Factor variable. In TSC database, the first 100 values (sample=train) are used for training sample and the rest of 100 (sample=test) for testing.

• x: fdata class object with with n=200 curves (per row) in 96 discretization points (per column).

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.

Source

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

moviedo5/fda.tsc documentation built on May 16, 2019, 12:10 a.m.