ML Data Metrics

This node calculates and outputs feature statistics and data drift metrics—including PSI and drift flags—by comparing a baseline dataset with a new batch dataset

Type

transform

Class

fire.nodes.util.NodeMLModelMetrics

Fields

Name

Title

Description

model_uuid

Model UUID

Enter the model uuid

features

Numeric Columns

Features to be used for computing metrics

categorical_features

Categorical Columns

Categorical Features to be used for computing metrics