You can use Anomaly Detection modeling nodes to generate an Anomaly Detection
model nugget. The scripting name of this model nugget is applyanomalydetectionnode. For more
information on scripting the modeling node itself, see anomalydetectionnode properties.
Table 1. applyanomalydetectionnode properties
applyanomalydetectionnode Properties
Values
Property description
anomaly_score_method
FlagAndScoreFlagOnlyScoreOnly
Determines which outputs are created for scoring.
num_fields
integer
Fields to report.
discard_records
flag
Indicates whether records are discarded from the output or not.
discard_anomalous_records
flag
Indicator of whether to discard the anomalous or non-anomalous records. The default is
off, meaning that non-anomalous records are discarded. Otherwise, if
on, anomalous records will be discarded. This property is enabled only if the
discard_records property is enabled.
enable_sql_generation
udfnative
When using data from a database, SQL code can be pushed back to the database for execution,
providing superior performance for many operations.
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