Icon

Soccer Linear

Soccer Players Rating Prediction Using Linear RegressionIn this workflow we read records from a SQLite database, and generate a model using Linear Regression algorithm. Some datacleansing is done before we plot the actual and predicted values. Read fromSQLite databsePullPlayerAttributesDeal withMissing values75% Train,25% TestFeaturesSelectionNormalize to 0-1Plot Real vs PredictionDenormalize Real RatingPredicted RatingRename to 'overall_rating'DenormalizePredicted RatingPredicted RatingRemove Unwanted ColumnsReal RatingNew Tablewith Two ColumnsRemove UnwantedColumnsNode 20Node 21Node 22 SQLite Connector Database Reader Missing Value Partitioning Column Filter Normalizer Scatter Plot(JavaScript) Denormalizer Column Filter Column Rename Denormalizer Column Rename Column Filter Column Rename Column Appender Column Filter Linear RegressionLearner RegressionPredictor Numeric Scorer Soccer Players Rating Prediction Using Linear RegressionIn this workflow we read records from a SQLite database, and generate a model using Linear Regression algorithm. Some datacleansing is done before we plot the actual and predicted values. Read fromSQLite databsePullPlayerAttributesDeal withMissing values75% Train,25% TestFeaturesSelectionNormalize to 0-1Plot Real vs PredictionDenormalize Real RatingPredicted RatingRename to 'overall_rating'DenormalizePredicted RatingPredicted RatingRemove Unwanted ColumnsReal RatingNew Tablewith Two ColumnsRemove UnwantedColumnsNode 20Node 21Node 22 SQLite Connector Database Reader Missing Value Partitioning Column Filter Normalizer Scatter Plot(JavaScript) Denormalizer Column Filter Column Rename Denormalizer Column Rename Column Filter Column Rename Column Appender Column Filter Linear RegressionLearner RegressionPredictor Numeric Scorer

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: adity
Created at: 2018-11-10
On NodePit since: 2019-04-03
Last update: 2024-12-23
Created with KNIME version: v3.7.1

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

Try NodePit Runner!