Description Usage Arguments Value Author(s) Examples

View source: R/Creating_gaps.R

This function builds gaps (with the same size) in multivariate time series. The size of each gap is defined as a percentage of input data length. By default, the position of each gap is randomly chosen.

1 | ```
Creating_gaps(data, rate, ngaps, begin = NULL)
``` |

`data` |
input multivariate time series |

`rate` |
size of a gap, as a percentage of input time series size |

`ngaps` |
number of gaps to create on each signal |

`begin` |
the starting position of a gap (random by default) |

Creating_gaps returns a multivariate time series with one gap per signal.

Thi-Thu-Hong Phan, Andre Bigand, Emilie Poisson-Caillault

1 2 3 4 5 | ```
data(dataFSMUMI)
X <- dataFSMUMI[1:5000,]; #reduction for demo
rate <- 0.1
ngaps <- 1
incompleted_signal <- Creating_gaps(X, rate,1)
``` |

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