GetMissingValuesReport: Get a report on missing values for the model.
Description
The missing values report is a list of items, one per feature, sorted by
missing count in descending order. Each item in the report contains details on the number
of missing values for that feature and how they were handled by the model.
Usage
GetMissingValuesReport(project, modelId)
Value
A list containing:
feature character. The name of the feature.
type character. Feature type (numeric or categorical).
missingCount numeric. The number of missing values in the training data for
that feature.
missingPercentage numeric. The percentage of missing values in the training
data for the feature.
tasks list. A list of information on each task that was applied to that feature
to handle missing values. This information contains:
id character. The id of the node in the model blueprint chart for this task.
(See GetBlueprintChart for more information on blueprint charts.)
name character. The name of the task.
descriptions character. Aggregated information about how the task handles
missing values.
Arguments
project
character. Either (1) a character string giving the unique alphanumeric
identifier for the project, or (2) a list containing the element projectId with this
identifier.
modelId
character. Unique alphanumeric identifier for the model of interest.