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01.RF_​Son

Filter Nominal / Class ColumnNormalize Numeric ColumnsSplit Prediction vs Other ColumnsDenormalize Input ColumnsDenormalize Prediction Column Rename Prediction ColumnRename Prediction Column BackAppendScoreData Loading /Data Preprocessing Transposein order to aggregaterows in loopModel Validation EndR2 : 0,9518RMSE : 5,2338MAE : 2,6661Model Validation StartCross Validation (k:10) Split Traning and Test SetsThe Model TrainingThe Model PredictingNode 84Node 85Column Filter Normalizer ReferenceColumn Splitter Denormalizer Denormalizer Column Rename Column Rename Column Appender Numeric Scorer Excel Reader Transpose Loop End Statistics X-Partitioner Random Forest Learner(Regression) Random Forest Predictor(Regression) Gradient Boosted TreesLearner (Regression) Line Plot Filter Nominal / Class ColumnNormalize Numeric ColumnsSplit Prediction vs Other ColumnsDenormalize Input ColumnsDenormalize Prediction Column Rename Prediction ColumnRename Prediction Column BackAppendScoreData Loading /Data Preprocessing Transposein order to aggregaterows in loopModel Validation EndR2 : 0,9518RMSE : 5,2338MAE : 2,6661Model Validation StartCross Validation (k:10) Split Traning and Test SetsThe Model TrainingThe Model PredictingNode 84Node 85Column Filter Normalizer ReferenceColumn Splitter Denormalizer Denormalizer Column Rename Column Rename Column Appender Numeric Scorer Excel Reader Transpose Loop End Statistics X-Partitioner Random Forest Learner(Regression) Random Forest Predictor(Regression) Gradient Boosted TreesLearner (Regression) Line Plot

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

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Created by: PC
Created at: 2023-04-05
On NodePit since: 2023-06-17
Last update: 2024-04-28
Created with KNIME version: v4.7.1

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