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Feature Engineering - Coggle Diagram
Feature
Engineering
Imputation
Categorical
Numerical
Categorical
Encoding
Label
Encoding
One-hot
Encoding
Count
Encoding
Target
Encoding
Leave One Out
Target Encoding
Handling
Outliers
Inter Quartile Range
&
Boxplots
Feature
Selection
Scaling
Standard
Scaling
Min-Max
Scaling
(Normalization)
Quantile
Transformation
Log
Transforms
Binning
Feature
Grouping
Feature
Split