ca4b90a001
[ML] Calculate results and snapshot retention using latest bucket timestamps ( #51061 ) ( #51301 )
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The retention period is calculated relative to the last bucket result or snapshot
time rather than wall clock
2020-01-22 14:52:33 +00:00
1d8cb3c741
[7.x][ML] Add num_top_feature_importance_values param to regression and classi… ( #50914 ) ( #50976 )
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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.
Backport of #50914
2020-01-14 16:46:09 +02:00
8a5de4f56f
[DOCS] Clarify detector_index property in ML APIs ( #50723 )
2020-01-09 08:34:34 -08:00
4f150e4961
[7.x][DOCS] Moves analysis resources to PUT DFA API docs ( #50793 )
2020-01-09 16:21:35 +01:00
71afeec7d0
Revert "[DOCS] Moves analysis resources to PUT DFA API docs ( #50704 )"
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This reverts commit 4e1107d5d7
2020-01-09 14:31:35 +01:00
4e1107d5d7
[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 14:13:37 +01:00
0bcbddecf8
[DOCS] Fine-tunes training_percent definition. ( #50601 )
2020-01-03 14:51:03 +01:00
81a9cff16f
[7.x][DOCS] Remove redundant results from ML APIs ( #50565 )
2020-01-02 11:23:26 -08:00
f8eef43fc6
[7.x][DOCS] Move model snapshot resource definitions into APIs ( #50540 )
2019-12-31 10:53:05 -08:00
72840c0cb2
[7.x][DOCS] Move anomaly detection job resource definitions into APIs ( #50490 )
2019-12-27 13:30:26 -08:00
d479e0563a
[7.x][DOCS] Augments ML shared definitions ( #50487 )
2019-12-24 10:22:05 -08:00
2106a7b02a
[7.x][DOCS] Updates ML links ( #50387 ) ( #50409 )
2019-12-20 10:01:19 -08:00
5759a263cb
[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 09:18:56 +01:00
7611b3c9be
[7.x][DOCS] Moves data frame analytics job resource definitions into APIs ( #50165 )
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* [7.x][DOCS] Moves data frame analytics job resource definitions into APIs.
2019-12-13 11:48:21 +01:00
8891f4db88
[7.x][ML] Introduce randomize_seed setting for regression and classification ( #49990 ) ( #50023 )
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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.
Backport of #49990
2019-12-10 15:29:19 +02:00
3c9bd13dca
[DOCS] Adds classification type DFA API docs and ml-shared.asciidoc ( #48241 )
2019-11-06 07:41:38 -05:00
David Kyle
Dimitris Athanasiou
lcawl
István Zoltán Szabó