Regression Evaluator

Evaluator for regression, which expects two input columns: prediction and label.

Input

It takes in a DataFrame as input

Output

The incoming DataFrame is passed to the output

Type

ml-evaluator

Class

fire.nodes.ml.NodeRegressionEvaluator

Fields

Name

Title

Description

labelCol

Label Column

The label column for model fitting.

predictionCol

Prediction Column

The prediction column.

modelUUID

Model UUID

Enter the model uuid

Details

Evaluator for regression, which expects two input columns: prediction and label.

More details are available at Apache Spark ML docs page:

https://spark.apache.org/docs/latest/api/java/org/apache/spark/ml/evaluation/RegressionEvaluator.html