Commit Graph

18 Commits

Author SHA1 Message Date
István Zoltán Szabó 8bdf654cc7 [DOCS] Refines description. (#51400) 2020-01-24 13:34:25 +01:00
Lisa Cawley 4590d4156a [DOCS] Clarify interval, frequency, and bucket span in ML APIs and example (#51280) 2020-01-22 08:15:46 -08:00
David Kyle ca4b90a001
[ML] Calculate results and snapshot retention using latest bucket timestamps (#51061) (#51301)
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
Dimitris Athanasiou 1d8cb3c741
[7.x][ML] Add num_top_feature_importance_values param to regression and classi… (#50914) (#50976)
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
lcawl 8a5de4f56f [DOCS] Clarify detector_index property in ML APIs (#50723) 2020-01-09 08:34:34 -08:00
István Zoltán Szabó 4f150e4961
[7.x][DOCS] Moves analysis resources to PUT DFA API docs (#50793) 2020-01-09 16:21:35 +01:00
István Zoltán Szabó 71afeec7d0 Revert "[DOCS] Moves analysis resources to PUT DFA API docs (#50704)"
This reverts commit 4e1107d5d7.
2020-01-09 14:31:35 +01:00
István Zoltán Szabó 4e1107d5d7 [DOCS] Moves analysis resources to PUT DFA API docs (#50704)
Co-authored-by: Lisa Cawley <lcawley@elastic.co>
2020-01-09 14:13:37 +01:00
István Zoltán Szabó 0bcbddecf8 [DOCS] Fine-tunes training_percent definition. (#50601) 2020-01-03 14:51:03 +01:00
Lisa Cawley 81a9cff16f
[7.x][DOCS] Remove redundant results from ML APIs (#50565) 2020-01-02 11:23:26 -08:00
Lisa Cawley f8eef43fc6
[7.x][DOCS] Move model snapshot resource definitions into APIs (#50540) 2019-12-31 10:53:05 -08:00
Lisa Cawley 72840c0cb2
[7.x][DOCS] Move anomaly detection job resource definitions into APIs (#50490) 2019-12-27 13:30:26 -08:00
Lisa Cawley d479e0563a
[7.x][DOCS] Augments ML shared definitions (#50487) 2019-12-24 10:22:05 -08:00
Lisa Cawley 2106a7b02a
[7.x][DOCS] Updates ML links (#50387) (#50409) 2019-12-20 10:01:19 -08:00
István Zoltán Szabó 5759a263cb [DOCS] Adds GET, GET stats and DELETE inference APIs (#50224)
Co-Authored-By: Lisa Cawley <lcawley@elastic.co>
2019-12-18 09:18:56 +01:00
István Zoltán Szabó 7611b3c9be
[7.x][DOCS] Moves data frame analytics job resource definitions into APIs (#50165)
* [7.x][DOCS] Moves data frame analytics job resource definitions into APIs.
2019-12-13 11:48:21 +01:00
Dimitris Athanasiou 8891f4db88
[7.x][ML] Introduce randomize_seed setting for regression and classification (#49990) (#50023)
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
István Zoltán Szabó 3c9bd13dca [DOCS] Adds classification type DFA API docs and ml-shared.asciidoc (#48241) 2019-11-06 07:41:38 -05:00