From d77ba58cfd0f5cafbdf26b4e6dee62a25e919de7 Mon Sep 17 00:00:00 2001 From: Lisa Cawley Date: Wed, 5 Aug 2020 10:12:11 -0700 Subject: [PATCH] [DOCS] Add ml-cpp PRs to 7.9.0 release notes (#60689) Co-authored-by: David Roberts --- docs/reference/release-notes/7.9.asciidoc | 18 ++++++++++++++++-- 1 file changed, 16 insertions(+), 2 deletions(-) diff --git a/docs/reference/release-notes/7.9.asciidoc b/docs/reference/release-notes/7.9.asciidoc index 7556e6a6489..23a5e8e9874 100644 --- a/docs/reference/release-notes/7.9.asciidoc +++ b/docs/reference/release-notes/7.9.asciidoc @@ -69,6 +69,7 @@ Geo:: Machine Learning:: * Add update data frame analytics jobs API {es-pull}58302[#58302] (issue: {es-issue}45720[#45720]) * Introduce model_plot_config.annotations_enabled setting for anomaly detection jobs {es-pull}57539[#57539] (issue: {es-issue}55781[#55781]) +* Report significant changes to anomaly detection models in annotations of the results {ml-pull}1247[#1247], {es-pull}56342[#56342], {es-pull}56417[#56417], {es-pull}57144[#57144], {es-pull}57278[#57278], {es-pull}57539[#57539] Mapping:: * Merge mappings for composable index templates {es-pull}58521[#58521] (issue: {es-issue}53101[#53101]) @@ -184,6 +185,18 @@ Machine Learning:: * Delete auto-generated annotations when model snapshot is reverted {es-pull}58240[#58240] (issue: {es-issue}57982[#57982]) * Delete expired data by job {es-pull}57337[#57337] * Introduce Annotation.event field {es-pull}57144[#57144] (issue: {es-issue}55781[#55781]) +* Add support for larger forecasts in memory via max_model_memory setting {ml-pull}1238[#1238], {es-pull}57254[#57254] +* Don't lose precision when saving model state {ml-pull}1274[#1274] +* Parallelize the feature importance calculation for classification and regression over trees {ml-pull}1277[#1277] +* Add an option to do categorization independently for each partition {ml-pull}1293[#1293], {ml-pull}1318[#1318], {ml-pull}1356[#1356], {es-pull}57683[#57683] +* Memory usage is reported during job initialization {ml-pull}1294[#1294] +* More realistic memory estimation for classification and regression means that these analyses will require lower memory limits than before {ml-pull}1298[#1298] +* Checkpoint state to allow efficient failover during coarse parameter search for classification and regression {ml-pull}1300[#1300] +* Improve data access patterns to speed up classification and regression {ml-pull}1312[#1312] +* Performance improvements for classification and regression, particularly running multithreaded {ml-pull}1317[#1317] +* Improve runtime and memory usage training deep trees for classification and regression {ml-pull}1340[#1340] +* Improvement in handling large inference model definitions {ml-pull}1349[#1349] +* Add a peak_model_bytes field to model_size_stats {ml-pull}1389[#1389] Mapping:: * Add regex query support to wildcard field {es-pull}55548[#55548] (issue: {es-issue}54725[#54725]) @@ -290,6 +303,9 @@ Machine Learning:: * Fix wire serialization for flush acknowledgements {es-pull}58413[#58413] * Make waiting for renormalization optional for internally flushing job {es-pull}58537[#58537] (issue: {es-issue}58395[#58395]) * Tail the C++ logging pipe before connecting other pipes {es-pull}56632[#56632] (issue: {es-issue}56366[#56366]) +* Fix numerical issues leading to blow up of the model plot bounds {ml-pull}1268[#1268] +* Fix causes for inverted forecast confidence interval bounds {ml-pull}1369[#1369] (issue: {ml-issue}1357[#1357]) +* Restrict growth of max matching string length for categories {ml-pull}1406[#1406] Mapping:: * Wildcard field fix for scripts - changed value type from BytesRef to String {es-pull}58060[#58060] (issue: {es-issue}58044[#58044]) @@ -314,5 +330,3 @@ Snapshot/Restore:: Search:: * Update to lucene snapshot e7c625430ed {es-pull}57981[#57981] - -