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[7.x][DOCS] Removes link from DFA limitation section. (#798)
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szabosteve committed Jan 9, 2020
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Expand Up @@ -46,15 +46,13 @@ dedicated for {ml} processes. For general {ml} settings, see

The runtime of the {dfanalytics-jobs} depends on numerous factors, such as the
number of data points in the dataset, the type of analytics, the number of
fields that are included in the analysis, the supplied
{ref}/ml-dfa-analysis-objects.html#ml-hyperparam-optimization[hyperparameters],
the type of analyzed fields and so on. For example, running an analysis on a
dataset with many numerical fields will take longer than running an analysis on
a dataset that contains mainly categorical fields. Hyperparameters specified by
the user also lower the runtime. For this reason, a general runtime value that
applies to all or most of the situations does not exist. The runtime of a
{dfanalytics-job} may take from a couple of minutes up to 35 hours in extreme
cases.
fields that are included in the analysis, the supplied hyperparameters, the type
of analyzed fields and so on. For example, running an analysis on a dataset with
many numerical fields will take longer than running an analysis on a dataset
that contains mainly categorical fields. Hyperparameters specified by the user
also lower the runtime. For this reason, a general runtime value that applies to
all or most of the situations does not exist. The runtime of a {dfanalytics-job}
may take from a couple of minutes up to 35 hours in extreme cases.

The runtime increases with the increasing number of analyzed fields in a nearly
linear fashion. For datasets of more than 100 000 points, we recommend to start
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