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[DOCS] Adds hyperparameter optimization link to a DFA limitation item text (#801)
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docs/en/stack/ml/df-analytics/dfanalytics-limitations.asciidoc

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@@ -46,13 +46,15 @@ dedicated for {ml} processes. For general {ml} settings, see
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The runtime of the {dfanalytics-jobs} depends on numerous factors, such as the
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number of data points in the dataset, the type of analytics, the number of
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fields that are included in the analysis, the supplied hyperparameters, the type
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of analyzed fields and so on. For example, running an analysis on a dataset with
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many numerical fields will take longer than running an analysis on a dataset
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that contains mainly categorical fields. Hyperparameters specified by the user
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also lower the runtime. For this reason, a general runtime value that applies to
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all or most of the situations does not exist. The runtime of a {dfanalytics-job}
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may take from a couple of minutes up to 35 hours in extreme cases.
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fields that are included in the analysis, the supplied
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{ref}/put-dfanalytics.html#ml-hyperparam-optimization[hyperparameters], the
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type of analyzed fields and so on. For example, running an analysis on a dataset
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with many numerical fields will take longer than running an analysis on a
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dataset that contains mainly categorical fields. Hyperparameters specified by
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the user also lower the runtime. For this reason, a general runtime value that
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applies to all or most of the situations does not exist. The runtime of a
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{dfanalytics-job} may take from a couple of minutes up to 35 hours in extreme
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cases.
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The runtime increases with the increasing number of analyzed fields in a nearly
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linear fashion. For datasets of more than 100 000 points, we recommend to start

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