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Titanic

Data Exploration

Data Transforamtion

Feature Engineering

Read the csv file
CSV Reader
Nb Rows, ColumnsNanOutliersType of differents columns Stats: Mean, Max , Min , Q1, Q2
Statistics View
Replace missing Value in both columns age and cabin : age -> Mediane Cabin -> Most frequent value
Missing Value
Remove duplicate rows based on their passenger ID
Duplicate Row Filter
“male”, “Male”, “MALE” → male
Rule Engine
added Ischild feature
Rule Engine
added FamilySize feature
Math Formula

Nodes

Extensions

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