ProteinSequences: ProteinSequences
In ctsfeatures: Analyzing Categorical Time Series

ProteinSequences

R Documentation

ProteinSequences

Description

Categorical time series (CTS) of protein sequences from different species

Usage

data(ProteinSequences)

Format

A tsibble with four columns, which are:

Value: The categorical values of the time series in the dataset.
Series: Integer values indicating the considered time series (there are 40 time series in the dataset).
Time: Integer values indicating the temporal indexes of the observations.
Class: Integer values indicating the class of each time series.

Details

The column Value is the concatenation of 40 time series taking four categorical values (amino-acids). The column Class is formed by integers from 1 to 4, indicating that there are 4 different classes in the database. Each class is associated with a different family of viruses. For more information, see \insertCitelopez2023hard;textualctsfeatures.