RandomIntervals

Random interval feature transformer.

Quickstart

from sktime.transformations.random_intervals import RandomIntervals

estimator = RandomIntervals(n_intervals=100, transformers=None, random_state=None, n_jobs=1)

Parameters(4)

n_intervalsint, default=100,

The number of intervals of random length, position and dimension to be extracted.

transformerstransformer or list of transformers, default=None,

Transformer(s) used to extract features from each interval. If None, defaults to the SummaryTransformer using [mean, median, min, max, std, 25% quantile, 75% quantile]

n_jobsint, default=1

The number of jobs to run in parallel for both fit and predict. -1 means using all processors.

random_stateint or None, default=None

Seed for random, integer.