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09_​Parameter_​Optimization_​Example

Example Using The Parameter Optimization Component

This workflow is an example of how to use the Parameter Optimization component. It optimizes the parameter of the adult dataset.

Optimize the parameters of a Random Forest model for the adult dataset Use the optimized parameters to learn a model on the whole dataset which can then be deployed. Deploy the model. Train a Random Forest model with optimized parameters. Read adulttraining data withclass column.Read newdata withoutclass column. ParameterOptimization CSV Reader Random ForestLearner Table Row to Variable(deprecated) CSV Reader Random ForestPredictor Optimize the parameters of a Random Forest model for the adult dataset Use the optimized parameters to learn a model on the whole dataset which can then be deployed. Deploy the model. Train a Random Forest model with optimized parameters. Read adulttraining data withclass column.Read newdata withoutclass column.ParameterOptimization CSV Reader Random ForestLearner Table Row to Variable(deprecated) CSV Reader Random ForestPredictor

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