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[Website] List of unreferenced aeon estimators. #110

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IRKnyazev opened this issue Aug 30, 2024 · 0 comments
Open

[Website] List of unreferenced aeon estimators. #110

IRKnyazev opened this issue Aug 30, 2024 · 0 comments

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@IRKnyazev
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IRKnyazev commented Aug 30, 2024

Please give a brief description of the data
Tony has asked me to create a list of classifiers and regressors implemented in aeon that currently don't have reference datasets at timeseriesclassification.com

Where can we get the data?
Will need to run these estimators on the cluster to generate reference results.

List of unreferenced regressors:
'CanonicalIntervalForest',
'Catch22',
'Encoder',
'Hydra',
'IndividualLITE',
'IntervalForest',
'LITETime',
'MLP',
'MultiRocketHydra',
'RDST',
'RIST',
'RandomInterval',
'RandomIntervalSpectralEnsemble',
'Summary',
'TSFresh',
'TapNet',
'TimeCNN',
'TimeSeriesForest'

List of unreferenced classifiers:
ChannelEnsemble',
'Encoder',
'FCN',
'IndividualBOSS',
'IndividualInception',
'IndividualLITE',
'IndividualOrdinalTDE',
'IndividualTDE',
'IntervalForest',
'LearningShapelet',
'MLP',
'MUSE',
'OrdinalTDE',
'ProximityTree',
'REDCOMETS',
'RSAST',
'RandomInterval',
'SAST',
'Summary',
'SupervisedInterval',
'TapNet',
'TimeCNN',
'WeightedEnsemble']

This list was generated by comparing the lists returned by the registory's all_estimators & benchmaring's get_available_estimators

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