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KNIME_​Regression_​Energy_​Santiago

CSV Reader
Line Plot
testing the model
Regression Predictor
Statistics
String to Date&Time
Extract date % time
Date&Time Part Extractor
Add column with TRUE if its weekend
Rule Engine
Lag 1 day
Lag Column
testing the model
Random Forest Predictor (Regression)
Renaming the prediction row
Column Renamer
Evaluating models
Numeric Scorer
Evaluating models
Numeric Scorer
Renaming the prediction row
Column Renamer
Making new table with only thepredictions and real values of the consumption
Joiner
Creating residuals
Math Formula
Creating residuals
Math Formula
Line plot real vs predicted
Line Plot
Filling missing values
Missing Value
Scatter Plot
Row Filter
Lag 7 day
Lag Column
Rank
Adding Rolling Averages
Moving Aggregator
Analyze when its the 70% of our dataset
Math Formula
eliminating string
Column Filter
Scatter Plot
Learning the model
Linear Regression Learner
Learning the model
Random Forest Learner (Regression)
Dividing dataset by date TRAIN
Date&Time-based Row Filter
TEST
Date&Time-based Row Filter

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: santiagojimenez
Created at: 2025-10-09
On NodePit since: 2025-10-10
Last update: 2025-10-31
Created with KNIME version: v5.7.0

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