Missing Values Report API¶
Missing values report for model, contains list of reports per feature sorted by missing count in descending order.
Report per featurecontains:
feature: feature name.
type: feature type – ‘Numeric’ or ‘Categorical’.
missing_count: missing values count in training data.
missing_percentage: missing values percentage in training data.
tasks: list of information per each task, which was applied to feature.
id: a number of task in the blueprint diagram.
name: task name.
descriptions: human readable aggregated information about how the task handles missing values. The following descriptions may be present: what value is imputed for missing values, whether the feature being missing is treated as a feature by the task, whether missing values are treated as infrequent values, whether infrequent values are treated as missing values, and whether missing values are ignored.
Retrieve a missing report.
project_id : str
The project’s id.
model_id : str
The model’s id.
The queried missing report.