Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

[DOCS] Adds concept of hyperparameter optimization #990

Merged
merged 6 commits into from
Apr 29, 2020

Conversation

lcawl
Copy link
Contributor

@lcawl lcawl commented Apr 9, 2020

This PR moves the information about hyperparameter optimization from the create data frame analytics jobs API (https://www.elastic.co/guide/en/elasticsearch/reference/master/put-dfanalytics.html) to a new page in the machine learning concepts
(https://www.elastic.co/guide/en/machine-learning/master/ml-dfa-concepts.html).

Preview: http://stack-docs_990.docs-preview.app.elstc.co/guide/en/machine-learning/master/hyperparameters.html

@lcawl lcawl removed the WIP Work in progress label Apr 27, 2020
@lcawl lcawl marked this pull request as ready for review April 27, 2020 16:13
Copy link
Contributor

@tveasey tveasey left a comment

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Overall looks great! Just a few minor comments, but this looks basically ready.

@@ -133,8 +132,8 @@ stuck at 99% for several hours.

If a reduction in runtime is important to you, try strategies such as disabling
feature importance, using a smaller {transform}, setting
Copy link
Contributor

@tveasey tveasey Apr 28, 2020

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

rather than "using a smaller {transform}" I'd say something like "reducing the number of training examples, for example, by decreasing the training percentage".

docs/en/stack/ml/df-analytics/hyperparameters.asciidoc Outdated Show resolved Hide resolved
lcawl and others added 3 commits April 28, 2020 17:16
Co-Authored-By: Tom Veasey <tveasey@users.noreply.github.com>
Co-Authored-By: Tom Veasey <tveasey@users.noreply.github.com>
@lcawl lcawl merged commit 6e46d12 into elastic:master Apr 29, 2020
@lcawl lcawl deleted the hyperparameter branch April 29, 2020 00:38
lcawl added a commit that referenced this pull request Apr 29, 2020
Co-Authored-By: Tom Veasey <tveasey@users.noreply.github.com>
lcawl added a commit that referenced this pull request Apr 29, 2020
Co-Authored-By: Tom Veasey <tveasey@users.noreply.github.com>
@lcawl lcawl added v7.7.0 and removed v7.7.1 labels Apr 29, 2020
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Projects
None yet
Development

Successfully merging this pull request may close these issues.

2 participants