Data Preprocessing — Weblinks

13 links

Type

Site

Model Development › Data Preprocessing 8 terms

Feature Scaling 2 links

S scikit-learn: Scaling features Docs
S scikit-learn: StandardScaler documentation Docs

Label Encoding 2 links

Missing Value Imputation 1 link

S scikit-learn: Imputation of missing values Docs

Normalization 2 links

E Feature scaling (normalization) overview Ref…
S scikit-learn: Feature scaling and normalization Docs

One-Hot Encoding 2 links

S scikit-learn: OneHotEncoder documentation Docs
E Wikipedia: One-hot Ref…

Polynomial Features 1 link

S scikit-learn: PolynomialFeatures documentation Docs

Standardization 2 links

S scikit-learn: StandardScaler documentation Docs
E Wikipedia: Standard score (z-score) Ref…

Target Encoding 1 link

C category_encoders TargetEncoder documentation Docs

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