Dimitris Athanasiou
4d2be9bd32
[ML] Add num_top_feature_importance_values param to regression and classi… ( #50914 )
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Adds a new parameter to regression and classification that enables computation
of importance for the top most important features. The computation of the importance
is based on SHAP (SHapley Additive exPlanations) method.
2020-01-14 15:01:47 +02:00
Lisa Cawley
979a28d2b5
[DOCS] Clarify detector_index property in ML APIs ( #50723 )
2020-01-09 08:12:53 -08:00
István Zoltán Szabó
b683f96e23
[DOCS] Moves analysis resources to PUT DFA API docs ( #50704 )
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Co-authored-by: Lisa Cawley <lcawley@elastic.co>
2020-01-09 13:57:11 +01:00
István Zoltán Szabó
675b98f90c
[DOCS] Fine-tunes training_percent definition. ( #50601 )
2020-01-03 14:49:43 +01:00
Lisa Cawley
dd4ede5c56
[DOCS] Adds filter and calendar attributes ( #50566 )
2020-01-02 10:59:54 -08:00
Lisa Cawley
6501338a9e
[DOCS] Remove redundant results from ML APIs ( #50477 )
2019-12-24 08:34:03 -08:00
Lisa Cawley
362ce41eaf
[DOCS] Updates ML links ( #50387 )
2019-12-19 14:47:28 -08:00
Lisa Cawley
68e02a19d8
[DOCS] Move machine learning results definitions into APIs ( #50257 )
2019-12-18 09:50:31 -08:00
István Zoltán Szabó
50e26d40a2
[DOCS] Adds GET, GET stats and DELETE inference APIs ( #50224 )
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Co-Authored-By: Lisa Cawley <lcawley@elastic.co>
2019-12-18 09:10:12 +01:00
Lisa Cawley
207094cd67
[DOCS] Moves model snapshot resource definitions into APIs ( #50157 )
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Co-Authored-By: Ed Savage <32410745+edsavage@users.noreply.github.com>
2019-12-16 10:42:30 -08:00
István Zoltán Szabó
3857e3d94f
[DOCS] Moves data frame analytics job resource definitions into APIs ( #50021 )
2019-12-12 10:59:37 +01:00
Lisa Cawley
ca482127fa
[DOCS] Move job count resource definitions into API ( #50057 )
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Co-Authored-By: Przemysław Witek <przemyslaw.witek@elastic.co>
Co-Authored-By: David Roberts <dave.roberts@elastic.co>
Co-Authored-By: Ed Savage <32410745+edsavage@users.noreply.github.com>
2019-12-11 11:17:15 -08:00
Lisa Cawley
3d96e6b68e
[DOCS] Move datafeed resource definitions into APIs ( #50005 )
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Co-Authored-By: István Zoltán Szabó <istvan.szabo@elastic.co>
2019-12-11 09:50:41 -08:00
Dimitris Athanasiou
269425b54d
[ML] Introduce randomize_seed setting for regression and classification ( #49990 )
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This adds a new `randomize_seed` for regression and classification.
When not explicitly set, the seed is randomly generated. One can
reuse the seed in a similar job in order to ensure the same docs
are picked for training.
2019-12-10 10:22:53 +02:00
Lisa Cawley
0f51bc2f72
[DOCS] Move anomaly detection job resource definitions into APIs ( #49700 )
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Co-Authored-By: István Zoltán Szabó <istvan.szabo@elastic.co>
2019-12-06 15:32:07 -08:00
István Zoltán Szabó
6c3fed8d4d
[DOCS] Adds classification type DFA API docs and ml-shared.asciidoc ( #48241 )
2019-11-06 07:40:27 -05:00
