ShapeletTransformClassifier¶
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class
sktime.classification.shapelet_based.
ShapeletTransformClassifier
(time_contract_in_mins=300, n_estimators=500, random_state=None)[source]¶ - Shapelet Transform Classifier
Basic implementation along the lines of [1,2]
- Parameters
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TO DO
Notes
..[1] Jon Hills et al., “Classification of time series by shapelet transformation”,
Data Mining and Knowledge Discovery, 28(4), 851–881, 2014
https://link.springer.com/article/10.1007/s10618-013-0322-1 ..[2] A. Bostrom and A. Bagnall, “Binary Shapelet Transform for Multiclass Time Series Classification”, Transactions on Large-Scale Data and Knowledge Centered
Systems, 32, 2017
https://link.springer.com/chapter/10.1007/978-3-319-22729-0_20 Java Version https://github.com/uea-machine-learning/tsml/blob/master/src/main/ java/tsml/classifiers/shapelet_based/ShapeletTransformClassifier.java