sktime.classification.hybrid¶
-
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]¶ Bases:
sktime.classification.base.BaseClassifier
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
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