Icon

1. Data Preparation and Regression on wine dataset

Data Preparation and Regression on wine dataset
Wine Alcohol Prediction: Training This workflow preprocesses data and trains a linear regression to predictthe alcohol column Read wine tablenormalizetraining setSplit trainingand test setApply normalizationto test setremove nominalPredict alcoholcolumnApply model to test setAssessperformancelinear_regression_v1.0normalization_v1.0 Table Reader Normalizer Partitioning Normalizer (Apply) Column Filter Linear RegressionLearner RegressionPredictor Numeric Scorer Model Writer Model Writer Wine Alcohol Prediction: Training This workflow preprocesses data and trains a linear regression to predictthe alcohol column Read wine tablenormalizetraining setSplit trainingand test setApply normalizationto test setremove nominalPredict alcoholcolumnApply model to test setAssessperformancelinear_regression_v1.0normalization_v1.0Table Reader Normalizer Partitioning Normalizer (Apply) Column Filter Linear RegressionLearner RegressionPredictor Numeric Scorer Model Writer Model Writer

Nodes

Extensions

Links

Download

To use this workflow in KNIME, download it from the below URL and open it in KNIME:

Download Workflow
Created by: emilio.silvestri
Created at: 2021-11-29
On NodePit since: 2022-01-20
Last update: 2024-11-21
Created with KNIME version: v4.5.0
Tags: regressionMLtraining

Deploy, schedule, execute, and monitor your KNIME workflows locally, in the cloud or on-premises – with our brand new NodePit Runner.

Try NodePit Runner!