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Project_​Regression_​Novo

Data-Driven Decision Making

House Pricing Regression for Cuckoo Cribs Corporation

Spring Semester 2025-2026
NOVA Information Management School

Group 21
Carolina Piçarra, 20250269
Francisca Pirote, 20250894
Guilherme Fernandes, 20250268
Matilde Pereira, 20221872
Susana Arnaud, 20221893

Import Data

Data Exploration and Visualization

Deployment

Data Preparation

Data Preprocessing

Modelling - Regression

Model Training

Evaluation - Regression

GBT is the best model
Joiner
Training Data Preprocessing
Training Dataset
CSV Reader
Joiner
Test Data Preparation
Table View
Gradient Boosted Trees Predictor (Regression)
Statistics View
Test Data Preprocessing
Data Explorer
Test Dataset
CSV Reader
Regression Models
Color Manager
Scatter Plot
Numeric Scorer
CSV Writer
Numeric Scorer
RowID
Training Data Preparation
Numeric Scorer
Column 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: carol
Created at: 2026-05-29
On NodePit since: 2026-05-30
Last update: 2026-05-30
Created with KNIME version: v5.11.0

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