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Phase3_​Chhurn_​CRISP-DM_​Group 2

Phase 3: Data Preparation

CSV Reader
Statistics View
Train only, seed 42
SMOTE
Exited
Value Counter
Age
Histogram
Credit Score
Histogram
Geography
Bar Chart
Gender
Bar Chart
Train after SMOTE
Value Counter
Drop CustomerId, Surname
Column Filter
Number of Products
Bar Chart
Encode Geography, Gender
One to Many
Linear Correlation
80/20 stratified, seed 42
Table Partitioner
Remove duplicates
Duplicate Row Filter
Exited to String
Number to String
Min-Max (train)
Normalizer
Apply to test
Normalizer (Apply)
Train: Exited
Value Counter
Test: Exited
Value Counter

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: Yehezkiel Sianturi
Created at: 2026-10-07
On NodePit since: 2026-10-09
Last update: 2026-10-12
Created with KNIME version: v5.12.0

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