Spark ML Model Load

Type

ml-modelload

Class

fire.nodes.ml.NodeModelLoad

Fields

Name	Title	Description
selectChampionModel	Use Champion Model	Uses Champion Model For Prediction.
path	Path To Load SparkML model
fixedPath	Static path	Set this to true if you have saved the model to a static path(without UUID) while training the model.
modelType	Model Type	Type of ML model to load

Details

This node loads a previously saved Spark ML model into the workflow. This allows you to reuse trained models for scoring new data or further analysis.

Examples

Configuration:

Output Storage Level: Choose the storage level for the loaded model.

Path: Specify the path to the saved model file. You can use the “Browse File System” button to navigate and select the model file.

Static Path: Set this to true if the model path is a static path.

Model Type: Specify the type of the model (e.g., KMeans, LogisticRegression, RandomForest).

Let’s say you have trained a Spark ML model for customer churn prediction and want to save it ,

Path:data/CPG/Customer-Churn-Prediction/ModelName

Static Path:true

it would save the model at the given location with the model name,and can be used later.