HIVECOTEV1

class sktime.classification.hybrid.HIVECOTEV1(stc_params=None, tsf_params=None, rise_params=None, cboss_params=None, verbose=0, n_jobs=1, random_state=None)[source]

Hierarchical Vote Collective of Transformation-based Ensembles (HIVE-COTE) V1 as described in [1].

An ensemble of the STC, TSF, RISE and cBOSS classifiers from different feature representations using the CAWPE structure.

Parameters
  • verbose (int, level of output printed to) –

  • console (for information only) (default = 0) (the) –

  • n_jobs (int, optional (default=1)) –

  • number of jobs to run in parallel for both fit and predict. (The) –

  • means using all processors. (-1) –

  • random_state (int or None, seed for random, integer,) –

  • (default to no seed) (optional) –

n_classes[source]
Type

extracted from the data

Notes

..[1] Anthony Bagnall, Michael Flynn, James Large, Jason Lines and Matthew Middlehurst.

“On the usage and performance of the Hierarchical Vote Collective of

Transformation-based Ensembles version 1.0 (hive-cote v1. 0)”

International Workshop on Advanced Analytics and Learning on Temporal

Data 2020

Java version https://github.com/uea-machine-learning/tsml/blob/master/src/main/java/ tsml/classifiers/hybrids/HIVE_COTE.java

__init__(stc_params=None, tsf_params=None, rise_params=None, cboss_params=None, verbose=0, n_jobs=1, random_state=None)[source]

Initialize self. See help(type(self)) for accurate signature.