-
Notifications
You must be signed in to change notification settings - Fork 248
[DOCS] Adds text about data types and categorization to Anomaly Detection overview page #809
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
Closed
Closed
Changes from 3 commits
Commits
Show all changes
10 commits
Select commit
Hold shift + click to select a range
02278da
[DOCS] Adds text about data types and categorization to Anomaly Detec…
szabosteve ea240f8
[DOCS] Adds file to overview.
szabosteve 8d99752
Update docs/en/stack/ml/anomaly-detection/categorization-data.asciidoc
szabosteve c62519e
Update docs/en/stack/ml/anomaly-detection/categorization-data.asciidoc
szabosteve 7cadb2b
Update docs/en/stack/ml/anomaly-detection/categorization-data.asciidoc
szabosteve cdf8cf3
Update docs/en/stack/ml/anomaly-detection/categorization-data.asciidoc
szabosteve 6ce93bf
Update docs/en/stack/ml/anomaly-detection/categorization-data.asciidoc
szabosteve b658934
Update docs/en/stack/ml/anomaly-detection/categorization-data.asciidoc
szabosteve 2e1db3c
Update docs/en/stack/ml/anomaly-detection/categorization-data.asciidoc
szabosteve 2b12196
Update docs/en/stack/ml/anomaly-detection/categorization-data.asciidoc
szabosteve File filter
Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
There are no files selected for viewing
22 changes: 22 additions & 0 deletions
22
docs/en/stack/ml/anomaly-detection/categorization-data.asciidoc
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,22 @@ | ||
| [role="xpack"] | ||
| [[ml-datatypes-categorization]] | ||
| === Data types and categorization | ||
|
|
||
| Categorization is a {ml} process that observes the static parts of the data, | ||
| clusters similar data together, and classifies them into categories. However, | ||
| categorization doesn't work equally efficient on different data types. It works | ||
|
szabosteve marked this conversation as resolved.
Outdated
|
||
| best on machine-written messages and application outputs, typically on data that | ||
| consists of repeated elements, for example log messages for the purpose of | ||
| system troubleshooting. Log categorization groups unstructured log messages into | ||
| categories, then you can use {anomaly-detect} to model and identify rare or | ||
| unusual counts of log message categories. For more information about the | ||
| process, see | ||
| {ml-docs}/ml-configuring-categories.html[Categorizing log messages]. | ||
|
|
||
| The reason why categorization works best on data like log messages is that they | ||
|
szabosteve marked this conversation as resolved.
Outdated
|
||
| have structural similarities that can be recognized easily by the {ml} model. | ||
|
szabosteve marked this conversation as resolved.
Outdated
|
||
| Complete sentences in human communication or literary text (for example emails, | ||
| wiki pages, prose, or other human generated content) can be extremely diverse in | ||
| structure, consequently categorization may provide poor results on such data. | ||
|
szabosteve marked this conversation as resolved.
Outdated
|
||
| For example, the categorization job would create so many categories that | ||
| couldn't be handled effectively. | ||
|
szabosteve marked this conversation as resolved.
Outdated
|
||
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| Original file line number | Diff line number | Diff line change |
|---|---|---|
|
|
@@ -6,3 +6,4 @@ include::analyzing.asciidoc[] | |
|
|
||
| include::forecasting.asciidoc[] | ||
|
|
||
| include::categorization-data.asciidoc[] | ||
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
Uh oh!
There was an error while loading. Please reload this page.