[DOCS] Adds concept of hyperparameter optimization#990
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lcawl merged 6 commits intoelastic:masterfrom Apr 29, 2020
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Overall looks great! Just a few minor comments, but this looks basically ready.
| @@ -133,8 +132,8 @@ stuck at 99% for several hours. | |||
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| If a reduction in runtime is important to you, try strategies such as disabling | |||
| feature importance, using a smaller {transform}, setting | |||
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rather than "using a smaller {transform}" I'd say something like "reducing the number of training examples, for example, by decreasing the training percentage".
Co-Authored-By: Tom Veasey <tveasey@users.noreply.github.com>
Co-Authored-By: Tom Veasey <tveasey@users.noreply.github.com>
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Co-Authored-By: Tom Veasey <tveasey@users.noreply.github.com>
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Co-Authored-By: Tom Veasey <tveasey@users.noreply.github.com>
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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